The University of Southampton
Telephone:
+442380599201
Email:
eg@ecs.soton.ac.uk

Dr Enrico Gerding

Academic Staff

Personal homepage

Dr Enrico Gerding is an Associate Professor in the Agents, Interaction and Complexity (AIC) research group in the Department of Electronics and Computer Science (ECS) at the University of Southampton. He has been an academic at Southampton since 2007. He received his PhD from the Dutch National Center of Mathematics and Computer Science (CWI) in 2004 on the topic of automated negotiation. With around 100 peer-reviewed publications in high quality conferences, journals and books, he has an extensive track record in research on artificial intelligence, specifically the area of autonomous agents and multi-agent systems. This concerns developing software programs which can make autonomous decisions on behalf of users based on their preferences. 

Research

Research interests

Dr Gerding combines theoretical and applied research, and focuses on applications where autonomous agents compete in markets and negotiate. Specific applications include the smart grid, online advertising markets, cloud computing, algorithmic trading in financial markets, and online advertising auctions.

Projects

Professional

Duties

  • ITO Admissions tutor
  • Deputy head of FPSE Ethics Committee

Publications

Gerding, E.H., Rogers, A., Dash, R.K. and Jennings, N. R. (2006) Competing sellers in online markets: reserve prices, shill bidding and auction fees. At Fifth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-06) Fifth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-06), Japan. pp. 1208-1210.

Gerding, E.H., Dash, R.K., Yuen, D.C.K. and Jennings, N. R. (2006) Optimal bidding strategies for simultaneous Vickrey auctions with perfect substitutes. At 8th Int. Workshop on Game Theoretic and Decision Theoretic Agents 8th Int. Workshop on Game Theoretic and Decision Theoretic Agents, Japan. pp. 10-17.

Gerding, E. H., Dash, R. K., Yuen, D. C. K. and Jennings, N. R. (2007) Bidding optimally in concurrent second-price auctions of perfectly substitutable goods. At Sixth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-07) Sixth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-07), United States. 14 - 18 May 2007. pp. 267-274.

Gerding, E. H., van Bragt, D. D. B. and La Poutre, J. A. (2003) Multi-Issue Negotiation Processes by Evolutionary Computation, Validation and Social Extensions. Computational Economics, 22 (1), 39-63.

Bohte, S. M., Gerding, E. H. and La Poutre, J. A. (2004) Market-based Recommendation: Agents that Compete for Consumer Attention. ACM Transactions on Internet Technology, 4 (4), 420-448.

Somefun, D. J. A., Gerding, E. H. and La Poutre, J. A. (2006) Efficient Methods for Automated Multi-Issue Negotiation: Negotiating over a Two-Part Tariff. International Journal of Intelligent Systems, 21 (1), 99-119.

Gerding, E. H. and La Poutre, J. A. (2006) Bilateral Bargaining with Multiple Opportunities: Knowing your Opponent's Bargaining Position. IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews, 36 (1), 45-55.

Gerding, Enrico H., Rogers, Alex, Dash, Rajdeep K. and Jennings, N. R. (2007) Sellers Competing for Buyers in Online Markets: Reserve Prices, Shill Bids, and Auction Fees. At Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07) Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07), India. 06 - 12 Jan 2007. pp. 1287-1293.

Gerding, Enrico, Rabinovich, Zinovi, Byde, Andrew, Elkind, Edith and Jennings, N. R. (2008) Approximating Mixed Nash Equilibria using Smooth Fictitious Play in Simultaneous Auctions. At The 7th International Conference on Autonomous Agents and Multiagent Systems The 7th International Conference on Autonomous Agents and Multiagent Systems, Portugal. 12 - 16 May 2008. pp. 1577-1580.

Gerding, Enrico H., Rogers, Alex, Dash, Rajdeep and Jennings, N. R. (2008) Sellers Competing for Buyers in Online Markets. In, Gimpel, Henner, Jennings, N. R., Kersten, Gregory E., Ockenfels, Axel and Weinhardt, Christof (eds.) Negotiation, Auctions, and Market Engineering. Springer-Verlag, pp. 164-170. ,

Williamson, Simon, Gerding, Enrico and Jennings, Nick (2008) A principled information valuation for communications during multi-agent coordination. At Proc AAMAS Workshop on Multi-Agent Sequential Decision Making in Uncertain Domains Proc AAMAS Workshop on Multi-Agent Sequential Decision Making in Uncertain Domains, Portugal. pp. 137-151.

Niu, Jinzhong, Cai, Kai, Gerding, Enrico, McBurney, Peter and Parsons, Simon (2008) Characterizing effective auction mechanisms: Insights from the 2007 TAC market design competition. At The 7th International Conference on Autonomous Agents and Multiagent Systems The 7th International Conference on Autonomous Agents and Multiagent Systems, Portugal. 12 - 16 May 2008.

Gerding, E.H., Somefun, D.J.A. and La Poutre, J.A. (2006) Multi-Attribute Bilateral Bargaining in a One-to-Many Setting. In, Faratin, Peyman and Rodriguez-Aguilar, Juan A. (eds.) Agent Mediated Electronic Commerce VI, Springer Lecture Notes in AI, vol. 3435. Spriver-Verlag, pp. 129-142. ,

Gerding, E.H., Somefun, D.J.A. and La Poutre, J.A. (2004) Automated Bilateral Bargaining about Multiple Attributes in a One­ to ­Many Setting. 6th International Conference on Electronic Commerce (ICEC'04), Netherlands.

Gerding, E.H., Somefun, D.J.A. and La Poutre, J.A. (2004) Bilateral Bargaining in a One-to-Many Bargaining Setting. At 3rd International Conference on Automonous Agents and Multi-Agent Systems (AAMAS'04) 3rd International Conference on Automonous Agents and Multi-Agent Systems (AAMAS'04). 19 - 23 Jul 2004.

Gerding, E.H. and La Poutre, J.A. (2004) Bargaining with Posterior Opportunities: An Evolutionary Social Simulation. In, Gallegati, M., Kirman, A.P. and Marsili, M. (eds.) The Complex Dynamics of Economic Interaction, Springer Lecture Notes in Economics and Mathematical Systems. Springer-Verlag. ,

Bohte, S.M., Gerding, E.H. and La Poutre, J.A. (2001) Competitive Market-based Allocation of Consumer Attention. At 3rd ACM Conference on Electronic Commerce (EC'01) 3rd ACM Conference on Electronic Commerce (EC'01). pp. 202-206.

Somefun, D.J.A., Gerding, E.H., Bohte, S.M. and La Poutre, J.A. (2004) Automated Negotiation and Bundling of Information Goods. In, Faratin, P., Parkes, D.C., Rodriguez-Aguilar, J.A. and Walsh, W.E. (eds.) Agent-Mediated Electronic Commerce V: Designing Mechanisms and Systems, Springer Lecture Notes in AI, vol. 3048. Springer-Verlag, pp. 1-17. ,

't Hoen, PJ, Bohte, S., Gerding, E. and La Poutre, H. (2002) An extensible agent architecture for a competitive market-based allocation of consumer attention space. In, Padget, J., Shehory, O., Parkes, D., Sadeh, N. and Walsh, W.E. (eds.) Agent Mediated Electronic Commerce IV: Designing Mechanisms and Systems, Springer Lecture Notes in AI, vol. 2531. Springer-Verlag, pp. 273-288. (LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, 2531) ,

Gerding, E.H. (2004) Autonomous Agents in Bargaining Games: An Evolutionary Investigation of Fundamentals, Strategies, and Business Applications. Technische Universiteit Eindhoven, Management Science, Doctoral Thesis.

Niu, J., Cai, K., Parsons, S., Gerding, E.H., McBurney, P., Moyaux, T. and Phelps, S. (2008) JCAT: A Platform for the TAC Market Design Competition. At Proceedings of the 7th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2008) Proceedings of the 7th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2008), Portugal.

Papakonstantinou, Athanasios, Rogers, Alex, Gerding, Enrico and Jennings, Nick (2008) A Truthful Two-Stage Mechanism for Eliciting Probabilistic Estimates with Unknown Costs. At In Proceedings of the 18th European Conference on Artificial Intelligence (ECAI 2008), Patras, Greece In Proceedings of the 18th European Conference on Artificial Intelligence (ECAI 2008), Patras, Greece. pp. 448-452.

Gerding, Enrico, Dash, Rajdeep, Byde, Andrew and Jennings, Nick (2008) Optimal strategies for bidding agents participating in simultaneous Vickrey auctions with perfect substitutes. Journal of Artificial Intelligence Research, 32, 939-982.

Williamson, Simon A., Gerding, Enrico H. and Jennings, Nicholas R. (2009) Reward Shaping for Valuing Communications During Multi-Agent Coordination. At Autonomous Agents And MultiAgent Systems Autonomous Agents And MultiAgent Systems, Hungary. pp. 641-648.

Papakonstantinou, Athanasios, Rogers, Alex, Gerding, Enrico and Jennings, Nicholas (2009) Mechanism design for eliciting probabilistic estimates from multiple suppliers with unknown costs and limited precision. At Proceedings of the Eleventh International Workshop on Agent Mediated Electronic Commerce (AMEC 2009) Proceedings of the Eleventh International Workshop on Agent Mediated Electronic Commerce (AMEC 2009), Hungary. 12 May 2009. 14 pp.

Gerding, Enrico, Larson, Kate and Jennings, Nick (2009) Eliciting Expert Advice in Service-Oriented Computing. At Proceedings of the 11th International Workshop on Agent-Mediated Electronic Commerce (AMEC 2009) Proceedings of the 11th International Workshop on Agent-Mediated Electronic Commerce (AMEC 2009), Hungary. pp. 29-42.

Dash, Rajdeep, Gerding, Enrico and Jennings, Nick (2008) Optimal Financially Constrained Bidding in Multiple Simultaneous Auctions. In, Negotiation, Auctions, and Market Engineering. Springer-Verlag, pp. 190-199. ,

Stein, Sebastian, Gerding, Enrico, Rogers, Alex C., Larson, Kate and Jennings, Nicholas R. (2009) Flexible Procurement of Services with Uncertain Durations. At Second International Workshop on Optimisation in Multi-Agent Systems (OptMas) Second International Workshop on Optimisation in Multi-Agent Systems (OptMas), Hungary.

Stein, Sebastian, Gerding, Enrico, Rogers, Alex, Larson, Kate and Jennings, Nicholas R. (2009) Flexible Procurement of Services with Uncertain Durations using Redundancy. At Twenty-First International Joint Conference on Artificial Intelligence (IJCAI-09) Twenty-First International Joint Conference on Artificial Intelligence (IJCAI-09), United States. 11 - 17 Jul 2009. pp. 292-298.

Rabinovich, Zinovi, Gerding, Enrico, Polukarov, Maria and Jennings, Nicholas R. (2009) Generalised Fictitious Play for a Continuum of Anonymous Players. At Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI) Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI), United States. pp. 245-250.

Gerding, Enrico, Stein, Sebastian, Larson, Kate, Rogers, Alex and Jennings, Nicholas R. (2010) Scalable Mechanism Design for the Procurement of Services with Uncertain Durations. At The Ninth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010) The Ninth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), Canada. 10 - 14 May 2010. pp. 649-656.

Shi, Bing, Gerding, Enrico H., Vytelingum, Perukrishnen and Jennings, Nicholas R. (2010) A Game-Theoretic Analysis of Market Selection Strategies for Competing Double Auction Marketplaces. At 9th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS2010) 9th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS2010), Canada. 14 - 18 May 2010. pp. 857-864.

Niu, Jinzhong, Cai, Kai, Parsons, Simon, McBurney, Peter and Gerding, Enrico H. (2010) What the 2007 TAC Market Design Game tells us about effective auction mechanisms. Autonomous Agents and Multi-Agent Systems, 21 (2), 172-203.

Gerding, Enrico, McBurney, Peter and Yao, Xin (2010) Market-based control of computational systems: Introduction to the special issue. Journal of Autonomous Agents and Multi-Agent Systems, 21 (2), 109-114.

Shi, Bing, Gerding, Enrico H., Vytelingum, Perukrishnen and Jennings, Nicholas R. (2010) Setting Fees in Competing Double Auction Marketplaces: An Equilibrium Analysis. At 12th International Workshop on Agent-Mediated Electronic Commerce (AMEC 2010) 12th International Workshop on Agent-Mediated Electronic Commerce (AMEC 2010), Canada. pp. 85-98.

Robu, Valentin, Vetsikas, Ioannis, Gerding, Enrico and Jennings, Nick (2010) Flexibly Priced Options: A New Mechanism for Sequential Auctions with Complementary Goods. At Twelfth International Workshop on Agent-Mediated Electronic Commerce (AMEC 2010) Twelfth International Workshop on Agent-Mediated Electronic Commerce (AMEC 2010), Canada. pp. 29-42.

Shi, Bing, Gerding, Enrico, Vytelingum, Perukrishnen and Jennings, Nick (2010) An Equilibrium Analysis of Competing Double Auction Marketplaces using Fictitious Play. At 19th European Conference on Artificial Intelligence (ECAI) 19th European Conference on Artificial Intelligence (ECAI), Portugal. pp. 575-580.

Robu, Valentin, Vetsikas, Ioannis, Gerding, Enrico and Jennings, Nick (2010) Addressing the Exposure Problem of Bidding Agents Using Flexibly Priced Options. At 19th European Conference on Artificial Intelligence (ECAI) 19th European Conference on Artificial Intelligence (ECAI), Portugal. pp. 581-586.

Stein, Sebastian, Gerding, Enrico and Jennings, Nick (2010) Optimal Task Migration in Service-Oriented Systems: Algorithms and Mechanisms. At 19th European Conference on Artificial Intelligence (ECAI) 19th European Conference on Artificial Intelligence (ECAI), Portugal. pp. 73-78.

Gerding, Enrico, Larson, Kate, Rogers, Alex and Jennings, Nick (2009) Mechanism Design for Task Procurement with Flexible Quality of Service. In, Kowalczyk, R., Vo, Q.B., Maamar, Z. and Huhns, M. (eds.) Lecture Notes in Computer Science Volume 5907. Springer, pp. 12-23. ,

Aseere, Ali, Gerding, Enrico and Millard, David (2010) A Voting-Based Agent System for Course Selection in E-Learning. At IEEE/WIC/ACM International Conference on Intelligent Agent Technology IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Canada. 31 Aug - 03 Sep 2010. pp. 303-310.

Aseere, Ali, Millard, David and Gerding, Enrico (2010) Ultra-Personalization and Decentralization: The Potential of Multi-Agent Systems in Personal and Informal Learning. At 5th European Conference on Technology Enhanced Learning 5th European Conference on Technology Enhanced Learning, Spain. pp. 30-45.

Papakonstantinou, Athanasios, Rogers, Alex, Gerding, Enrico H. and Jennings, Nicholas R. (2011) Mechanism design for the truthful elicitation of costly probabilistic estimates in distributed information systems. Artificial Intelligence, 175 (2), 648-672. (doi:10.1016/j.artint.2010.10.007).

Williams, Colin R., Robu, Valentin, Gerding, Enrico H. and Jennings, Nicholas R. (2010) IAMhaggler: A Negotiation Agent for Complex Environments. Ito, Takayuki, Zhang, Minjie, Robu, Valentin, Fatima, Shaheen and Matsuo, Tokuro (eds.) In New Trends in Agent-Based Complex Automated Negotiations. vol. 383, Springer-Verlag. 8 pp, pp. 151-158.

David, Esther, Gerding, Enrico, Sarne, David and Shehory, Onn (eds.) (2010) Agent-Mediated Electronic Commerce: Designing Trading Strategies and Mechanisms for Electronic Markets, vol. 59, Springer (Springer Lecture Notes in Business Information Processing, 59) ,

Gerding, Enrico, Larson, Kate and Jennings, Nick (2010) Eliciting Expert Advice in Service-Oriented Computing. In, Agent-Mediated Electronic Commerce: Designing Trading Strategies and Mechanisms for Electronic Markets, Lecture Notes in Business Information Processing, Volumy 59. Springer, pp. 29-43. ,

Gerding, Enrico H., Robu, Valentin, Stein, Sebastian, Parkes, David C., Rogers, Alex and Jennings, Nicholas R. (2011) Online mechanism design for electric vehicle charging. At Tenth International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2011) Tenth International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2011), Taipei. 02 - 06 May 2011. pp. 811-818.

Williams, Colin R., Robu, Valentin, Gerding, Enrico H. and Jennings, Nicholas R. (2011) Using Gaussian Processes to Optimise Concession in Complex Negotiations against Unknown Opponents. At Proceedings of the 22nd International Joint Conference on Artificial Intelligence Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Spain. 16 - 22 Jul 2011. 8 pp, pp. 432-438.

Ceppi, Sofia, Gatti, Nicola and Gerding, Enrico (2011) Mechanism Design for Federated Sponsored Search Auctions. At The Twenty-Fifth Conference on Artificial Intelligence (AAAI-11) The Twenty-Fifth Conference on Artificial Intelligence (AAAI-11).

Rose, Harry, Rogers, Alex and Gerding, Enrico H. (2011) Mechanism Design for Aggregated Demand Prediction in the Smart Grid. At AAAI Workshop on Artificial Intelligence and Smarter Living: The Conquest of Complexity AAAI Workshop on Artificial Intelligence and Smarter Living: The Conquest of Complexity. 07 - 08 Aug 2011.

Robu, Valentin, Stein, Sebastian, Gerding, Enrico, Parkes, David, Rogers, Alex and Jennings, Nick (2012) An Online Mechanism for Multi-Speed Electric Vehicle Charging. At Second International Conference on Auctions, Market Mechanisms and Their Applications (AMMA'11) Second International Conference on Auctions, Market Mechanisms and Their Applications (AMMA'11), United States. 22 - 23 Aug 2011. 13 pp, pp. 100-112.

Aseere, Ali, Millard, David and Gerding, Enrico (2011) An Agent Based Voting System for E-Learning Course Selection Involving Complex Preferences. At the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, France. 22 - 27 Aug 2011. pp. 386-393.

Stein, Sebastian, Gerding, Enrico, Rogers, Alex, Larson, Kate and Jennings, Nick (2011) Algorithms and mechanisms for procuring services with uncertain durations using redundancy. Artificial Intelligence, 175 (14-15), 2021-2060.

Baarslag, Tim, Fujita, Katsuhide, Gerding, Enrico H., Hindriks, Koen, Ito, Takayuki, Jennings, Nicholas R., Jonker, Catholijn, Kraus, Sarit, Lin, Raz, Robu, Valentin and Williams, Colin R. (2013) Evaluating practical negotiating agents: results and analysis of the 2011 international competition. Artificial Intelligence, 198, 73-103. (doi:10.1016/j.artint.2012.09.004).

Shi, Bing, Gerding, Enrico, Vytelingum, Perukrishnen and Jennings, Nick (2013) An equilibrium analysis of market selection strategies and fee strategies in competing double auction marketplaces. Autonomous Agents and Multi-Agent Systems, 26 (2), 245-287.

Stein, Sebastian, Gerding, Enrico, Robu, Valentin and Jennings, Nick (2012) A model-based online mechanism with pre-commitment and its application to electric vehicle charging. At Proceedings of the 11th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2012)) Proceedings of the 11th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2012)), Spain. 04 - 08 Jun 2012. pp. 669-676.

Williams, Colin R., Robu, Valentin, Gerding, Enrico H. and Jennings, Nicholas R. (2012) IAMhaggler2011: A Gaussian Process Regression based Negotiation Agent. Ito, Takayuki, Zhang, Minjie, Robu, Valentin and Matsuo, Tokuro (eds.) In Complex Automated Negotiations: Theories, Models, and Software Competitions. vol. 435, Springer-Verlag. 4 pp, pp. 209-212. (doi:10.1007/978-3-642-30737-9_14).

Rose, Harry, Rogers, Alex and Gerding, Enrico H. (2012) A Scoring Rule-Based Mechanism for Aggregate Demand Prediction in the Smart Grid. At The 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012) The 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012), Spain. 8 pp, pp. 661-668.

Aseere, Ali, Millard, David E. and Gerding, Enrico (2012) Evaluation of Fairness Characteristics in an Intelligent System For Academic Course Selection. At IADIS Intelligent Systems and Agents 2012 (ISA 2012) Conference IADIS Intelligent Systems and Agents 2012 (ISA 2012) Conference, Portugal. 8 pp. (Submitted)

Williams, Colin R., Robu, Valentin, Gerding, Enrico H. and Jennings, Nicholas R. (2012) Negotiating Concurrently with Unknown Opponents in Complex, Real-Time Domains. At 20th European Conference on Artificial Intelligence 20th European Conference on Artificial Intelligence, France. 27 - 31 Aug 2012. 6 pp, pp. 834-839. (doi:10.3233/978-1-61499-098-7-834).

Rabinovich, Zinovi, Naroditskiy, Victor, Gerding, Enrico H. and Jennings, Nicholas R. (2013) Computing pure Bayesian-Nash equilibria in games with finite actions and continuous types. Artificial Intelligence, 195, 106-139. (doi:10.1016/j.artint.2012.09.007).

Ramchurn, Sarvapali D., Gerding, Enrico, Jennings, N.R. and Hu, Jun (2012) Practical distributed coalition formation via heuristic negotiation in social networks. At Fifth International Workshop on Optimisation in Multi-Agent Systems (OPTMAS) Fifth International Workshop on Optimisation in Multi-Agent Systems (OPTMAS), Spain. 05 Jun 2012. 8 pp.

Gerding, Enrico, Stein, Sebastian, Robu, Valentin, Zhao, Dengji and Jennings, Nicholas R. (2013) Two-sided online markets for electric vehicle charging. At Proc. 12th Int. Conf on Autonomous Agents and Multi-Agent Systems Proc. 12th Int. Conf on Autonomous Agents and Multi-Agent Systems. pp. 989-996.

Alam, Muddasser and Gerding, Enrico (2011) A negotiation protocol for decentralised energy exchange between smart homes. University of Southampton, Electronics and Computer Science, Masters Thesis, 74pp.

Stavrogiannis, Lampros C., Gerding, Enrico H. and Polukarov, Maria (2013) Competing intermediary auctions. In AAMAS '13 Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems. International Foundation for Autonomous Agents and Multiagent Systems. pp. 667-674.

de Weerdt, Mathijs M., Gerding, Enrico, Stein, Sebastian, Robu, Valentin and Jennings, Nicholas R. (2013) Intention-aware routing to minimise delays at electric vehicle charging stations. At Proc. 23rd Int. Joint Conf. on AI (IJCAI) Proc. 23rd Int. Joint Conf. on AI (IJCAI). pp. 83-89.

Robu, Valentin, Gerding, Enrico H., Stein, Sebastian, Parkes, David C., Rogers, Alex and Jennings, Nicholas R. (2013) An Online Mechanism for Multi-Unit Demand and its Application to Plug-in Hybrid Electric Vehicle Charging. Journal of Artificial Intelligence Research, 48, 175-230.

Booth, Ash, Gerding, Enrico and McGroarty, Frank (2014) Automated trading with performance weighted random forests and seasonality. Expert Systems with Applications, 41 (8), 3651-3661.

Zhao, Dengji, Zhang, Dongmo, Gerding, Enrico, Sakurai, Yuko and Makoto, Yokoo (2014) Incentives in Ridesharing with Deficit Control. 13th International Conference on Autonomous Agents and Multi-Agent Systems, France. 05 - 09 May 2014.

Ströhle, Philipp, Gerding, Enrico, de Weerdt, Mathijs, Stein, Sebastian and Robu, Valentin (2014) Online Mechanism Design for Scheduling Non-Preemptive Jobs under Uncertain Supply and Demand. 13th International Conference on Autonomous Agents and Multi-Agent Systems, France. 05 - 09 May 2014. pp. 437-444.

Mehra, Chetan, Prugel-Bennett, Adam, Gerding, Enrico and Robu, Valentin (2014) Constructing smart portfolios from data driven quantitative investment models. At Computational Intelligence for Financial Engineering and Economics (CIFEr), London, GB, 27 - 28 Mar 2014. IEEE, 1-8. Computational Intelligence for Financial Engineering and Economics (CIFEr), London, GB, 27 - 28 Mar 2014. IEEE, 1-8.. pp. 1-8.

Stavrogiannis, Lampros C., Gerding, Enrico H. and Polukarov, Maria (2014) Auction mechanisms for demand-side intermediaries in online advertising exchanges. At 13th International Conference on Autonomous Agents and Multi-Agent Systems 13th International Conference on Autonomous Agents and Multi-Agent Systems, France. 05 - 09 May 2014. 8 pp.

Booth, Ash, Gerding, Enrico and McGroarty, Frank (2014) Predicting equity market price impact with performance weighted ensembles of random forests. At Computational Intelligence for Financial Engineering and Economics (CIFEr) Computational Intelligence for Financial Engineering and Economics (CIFEr), United Kingdom. 27 - 28 Mar 2014. pp. 1-8.

Gatti, Nicola, Rocco, Marco, Ceppi, Sofia and Gerding, Enrico H. (2014) Mechanism Design for Mobile Geo–Location Advertising. At Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI-14) Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI-14). 27 - 31 Jul 2014.

Falahat, Darius P., Gerding, Enrico H. and Brede, Markus (2013) Evolving Behaviour-Dependent Strategies in Agent Negotiations. At 12th European Conference on Artificial Life (ECAL 2013) 12th European Conference on Artificial Life (ECAL 2013), Italy. 02 - 06 Sep 2013. pp. 593-600. (doi:10.7551/978-0-262-31709-2-ch085).

Gomer, Richard Charles, schraefel, m.c. and Gerding, Enrico (2014) Consenting agents: semi-autonomous interactions for ubiquitous consent. At Workshop, UbiComp'14: How Do You Solve a Problem like Consent? Workshop, UbiComp'14: How Do You Solve a Problem like Consent?, United States. 13 - 17 Sep 2014. pp. 653-658.

Zhao, Dengji, Ramchurn, Sarvapali D., Gerding, Enrico H. and Jennings, Nicholas R. (2015) Balanced trade reduction for dual-role exchange markets. At The Twenty-Ninth AAAI Conference on Artificial Intelligence The Twenty-Ninth AAAI Conference on Artificial Intelligence, United States. 25 - 30 Jan 2015. pp. 1064-1070.

Baarslag, Tim and Gerding, Enrico H. (2015) Optimal incremental preference elicitation during negotiation. At Twenty-fourth International Joint Conference on Artificial Intelligence Twenty-fourth International Joint Conference on Artificial Intelligence, Argentina. 24 - 31 Jul 2015. 7 pp, pp. 3-9. (In Press)

Alam, Muddasser, Gerding, Enrico H., Rogers, Alex and Ramchurn, Sarvapali D. (2015) A scalable, decentralised multi-issue negotiation protocol for energy exchange. At International Joint Conference on Artificial Intelligence (IJCAI) International Joint Conference on Artificial Intelligence (IJCAI), Argentina. 25 Jul - 01 Aug 2015. 7 pp.

Hayakawa, Keiichiro, Gerding, Enrico, Stein, Sebastian and Shiga, Takahiro (2015) Online Mechanisms for Charging Electric Vehicles in Settings with Varying Marginal Electricity Costs. At 24th International Joint Conference on Artificial Intelligence (IJCAI) 24th International Joint Conference on Artificial Intelligence (IJCAI). pp. 2610-2616.

Baarslag, Tim, Liccardi, Ilaria, Gerding, Enrico H., Gomer, Richard and schraefel, m.c. (2015) Negotiating mobile app permissions. At Amsterdam Privacy Conference (APC 2015) Amsterdam Privacy Conference (APC 2015), Netherlands. 23 - 26 Oct 2015. 3 pp.

Booth, Ash, Gerding, Enrico H. and McGroarty, Frank (2015) Performance-weighted ensembles of random forests for predicting price impact. Quantitative Finance, 15 (11), 1823-1835. (doi:10.1080/14697688.2014.983539).

Ceppi, Sofia, Gerding, Enrico H. and Gatti, Nicola (2012) Merging Multiple Information Sources in Federated Sponsored Search Auctions. At 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012) 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012).

Baarslag, Tim, Gerding, Enrico H., Aydogan, Reyhan and schraefel, m.c. (2015) Optimal negotiation decision functions in time-sensitive domains. At 2015 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) 2015 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Singapore. 06 - 09 Dec 2015. 8 pp, pp. 190-197. (doi:10.1109/WI-IAT.2015.161).

de Weerdt, Mathijs M., Stein, Sebastian, Gerding, Enrico, ROBU, VALENTIN and Jennings, Nicholas (2015) Data for "Intention-Aware Routing of Electric Vehicles" in IEEE Transactions on Intelligent Transportation Systems. University of Southampton doi:10.5258/SOTON/383415 [Dataset]

de Weerdt, M., Stein, S., Gerding, E., Robu, V. and Jennings, N.R. (2015) Intention-aware routing of electric vehicles. IEEE Transactions on Intelligent Transportation Systems, 17 (5), 1472-1482. (doi:10.1109/TITS.2015.2506900).

Stein, S, Gerding, E, Nedea, A, Rosenfeld, A and Jennings, N R (2016) Bid2Charge: Market user interface design for electric vehicle charging. At International Conference on Autonomous Agents & Multiagent Systems (AAMAS '16) International Conference on Autonomous Agents & Multiagent Systems (AAMAS '16), Singapore. 09 - 13 May 2016. 8 pp, pp. 882-890.

Shi, Bing, Gerding, Enrico and Jennings, Nicholas (2016) An equilibrium analysis of trading across multiple double auction marketplaces using fictitious play. Electronic Commerce Research and Applications, 17, 134-149. (doi:10.1016/j.elerap.2016.04.002).

De Weerdt, Mathijs, Gerding, Enrico and Stein, Sebastian (2016) Minimising the rank aggregation error. Proceedings of the 15th International Conference on Autonomous Agents and Multi-Agent Systems, Singapore. 09 - 13 May 2016. 2 pp.

Gerding, Enrico, Stein, Sebastian, Ceppi, Sofia and ROBU, VALENTIN (2016) Data for "Online Mechanism Design for Vehicle-to-Grid Car Parks" in Proc. IJCAI-16. University of Southampton [Dataset]

Gerding, Enrico, Stein, Sebastian, Ceppi, Sofia and Robu, Valentin (2016) Online mechanism design for vehicle-to-grid car parks. International Joint Conference on Artificial Intelligence (IJCAI-16), United States. 01 Jul 2016. 8 pp, pp. 286-293.

Baarslag, Tim, Alan, Alper T., Gomer, Richard C., Liccardi, Ilaria, Marreiros, Helia, Gerding, Enrico and schraefel, m.c. (2016) Negotiation as an interaction mechanism for deciding app permissions. CHI EA '16 Proceedings of the 2016 CHI Conference: Extended Abstracts on Human Factors in Computing Systems, United States. 07 - 12 May 2016. pp. 2012-2019. (doi:10.1145/2851581.2892340).

Restocchi, Valerio, Mcgroarty, Frank, Gerding, Enrico and Johnson, Johnnie (2016) The impact of transaction costs in sports betting markets. At Social Simulation Conference SSC2016 Social Simulation Conference SSC2016, Italy. 19 - 23 Sep 2016.

Restocchi, Valerio, Mcgroarty, Frank, Gerding, Enrico and Johnson, Johnnie (2016) Explaining the favourite-longshot bias with heterogeneous interacting agents. At WEHIA2016, XXI Workshop on the Economic Science with Heterogeneous Interacting Agents WEHIA2016, XXI Workshop on the Economic Science with Heterogeneous Interacting Agents, Spain. 22 - 23 Jun 2016.

Drwal, Maciej, Gerding, Enrico, Stein, Sebastian, Hayakawa, Keiichiro and Kitaoka, Hironobu (2017) Adaptive pricing mechanisms for on-demand mobility. In Proceedings of AAMAS 2017: Sixteenth International Conference on Autonomous Agents and Multiagent Systems. 9 pp, pp. 1017-1025.

Baarslag, Tim, Alan, Alper, Gomer, Richard, Alam, Muddasser, charith, perera, Gerding, Enrico and Schraefel, Monica (2017) Meaningful Consent Study 2 Dataset. University of Southampton [Dataset]

Restocchi, Valerio, Mcgroarty, Frank, Gerding, Enrico and Johnson, Johnnie (2017) The impact of transaction costs on state-contingent claims mispricing. Finance Research Letters. (doi:10.1016/j.frl.2017.02.006).

Baarslag, Tim, Alper, Alan, Gomer, Richard, Alam, Muddasser, Charith, Perera, Gerding, Enrico and schraefel, m.c. (2017) An automated negotiation agent for permission management. In AAMAS 2017: Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems. ACM. 0 pp, pp. 380-390.

Almansour, Ibrahem, Abdullah, Gerding, Enrico and Wills, Gary (2017) An Agent Trading on Behalf of V2G Drivers in a Day-Ahead Price Market. At International Conference on Vehicle Technology and Intelligent Transport Systems International Conference on Vehicle Technology and Intelligent Transport Systems, Porto, Portugal. 22 - 24 Apr 2017. 7 pp. (In Press)

Wiyono, Didiek, Sri, Stein, Sebastian and Gerding, Enrico H. (2016) Novel energy exchange models and a trading agent for community energy market. International Conference on the European Energy Market, Porto, Portugal. 06 - 09 Jun 2016. pp. 1-5. (doi:10.1109/EEM.2016.7521196).

Shi, Bing, Huang, Yalong, Xiong, Shengwu and Gerding, Enrico H. (2016) Setting an effective pricing policy for double auction marketplaces. In, PRICAI 2016: TRENDS IN ARTIFICIAL INTELLIGENCE: 14th Pacific Rim International Conference on Artificial Intelligence, Phuket, Thailand, August 22-26. Springer-Verlag, pp. 457-471. (Lecture Notes in Computer Science, , (doi:10.1007/978-3-319-42911-3_38), 9810) , (doi:10.1007/978-3-319-42911-3_38).

Marmion, Vincent, Joseph, Millard, David, Gerding, Enrico and Stevenage, Sarah (2017) The tragedy of the identity assurance commons. At ACM Web Science 2017 ACM Web Science 2017, Troy, United States. 25 - 28 Jun 2017. (In Press)

Stein, Sebastian, Gerding, Enrico, Nedea, Adrian, Rosenfeld, Avi and Jennings, Nicholas (2017) Market interfaces for electric vehicle charging. Journal of Artificial Intelligence Research, 59, 175-227. (doi:10.1613/jair.5387).

Hughes, Christopher, Mark, Gerding, Enrico, Warren, Lorraine and Noble, Jason (2014) The Regulatory Dilemma: An Agent-based Approach to Policy Making within Innovation Systems. In World Congress on Social Simulation. 11 pp, pp. 52-63.

Baarslag, Tim, Kaisers, Michael, Gerding, Enrico, Jonker, Catholijn M. and Gratch, Jonathan (2017) When will negotiation agents be able to represent us? The challenges and opportunities for autonomous negotiators. Sierra, Carles (ed.) In Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. 7 pp, pp. 4684-4690. (doi:10.24963/ijcai.2017/653).

Stein, Sebastian, Gerding, Enrico, Nedea, A, Rosenfeld, Avi and Jennings, Nicholas (2017) Evaluating market user interfaces for electric vehicle charging using Bid2Charge. Sierra, Carles (ed.) In Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI-17): Best Sister Conferences. 5 pp, pp. 4939-4943. (doi:10.24963/ijcai.2017/698).

Habib, Fatma R., POLUKAROV, MARIA and Gerding, Enrico (2017) Optimising social welfare in multi-resource threshold task games: Appendix.

Gomer, Richard, Charles, Schraefel, Monica, Gerding, Enrico, Alan, Alper and Filipczuk, Dorota (2017) Building a consentful economy Southampton. University of Southampton ,

Baarslag, Tim, Kaisers, Michael, Gerding, Enrico, Jonker, Catholijn and Gratch, Jonathan (2017) Computers that negotiate on our behalf: Major challenges for self-sufficient, self-directed, and interdependent negotiating agents. In, Sukthankar, Gita and Rodriguez-Aguilar, Juan A. (eds.) Autonomous Agents and Multiagent Systems. Cham. Springer, pp. 143-163. (Lecture Notes in Computer Science, , (doi:10.1007/978-3-319-71679-4_10), 10643) , (doi:10.1007/978-3-319-71679-4_10).

Habib, Fatma R., Polukarov, Maria and Gerding, Enrico (2017) Optimising social welfare in multi-resource threshold task games. In, PRIMA 2017: Principles and Practice of Multi-Agent Systems. Springer. (Lecture Notes in Computer Science, , (doi:10.1007/978-3-319-69131-2_7), 10621) , (doi:10.1007/978-3-319-69131-2_7).

Perez Diaz, Alvaro, Gerding, Enrico and McGroarty, Frank (2017) Dataset for "Coordination and payment mechanisms for electric vehicle aggregators" article. University of Southampton doi:10.5258/SOTON/D0339 [Dataset]

Perez-Diaz, Alvaro, Gerding, Enrico and McGroarty, Frank (2018) Coordination and payment mechanisms for electric vehicle aggregators. Applied Energy, 212, 185-195. (doi:10.1016/j.apenergy.2017.12.036).

Almansour, Ibrahem, Abdullah, Gerding, Enrico and Wills, Gary (2018) The feasibility of using V2G to face the peak demand in warm countries. International Conference on Vehicle Technology and Intelligent Transport Systems, funchal madeira, Portugal. 16 - 18 Mar 2018. (In Press)

Hayakawa, Keiichiro, Gerding, Enrico, Stein, Sebastian and Shiga, Takahiro (2018) Price-based online mechanisms for settings with uncertain future procurement costs and multi-unit demand. In 17th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018). ACM.. (In Press)

Atkins, Adam, Gerding, Enrico and Niranjan, Mahesan (2018) Financial news predicts stock market volatility better than close price. The Journal of Finance and Data Science. (doi:10.1016/j.jfds.2018.02.002).

Perez Diaz, Alvaro, Gerding, Enrico and McGroarty, Frank (2018) Dataset for "Coordination of Electric Vehicle Aggregators: A Coalitional Approach". University of Southampton doi:10.5258/SOTON/D0413 [Dataset]

Perez-Diaz, Alvaro, Gerding, Enrico and McGroarty, Frank (2018) Coordination of electric vehicle aggregators: a coalitional approach. At Seventeenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018)<br/> (15/07/18) Seventeenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018)<br/>, Stocklom, Sweden. 10 - 15 Jul 2018. 9 pp. (In Press)

Restocchi, Valerio, McGroarty, Frank, Gerding, Enrico and Johnson, Johnnie E.V. (2018) It takes all sorts: a heterogeneous agent explanation for prediction market mispricing. European Journal of Operational Research, 270 (2), 556-569. (doi:10.1016/j.ejor.2018.04.011).

Almansour, Ibrahem, Abdullah, Gerding, Enrico and Wills, Gary (2018) Automated trading in vehicle-to-grid with price uncertainty using consensus. At International Conference on New Energy Vehicle and Vehicle Engineering (28/10/18) International Conference on New Energy Vehicle and Vehicle Engineering, Seoul, Korea, Democratic People's Republic of. 26 - 28 Oct 2018. 9 pp, pp. 1-9. (In Press)

Bakoush, Mohamed, Gerding, Enrico and Wolfe, Simon (2016) Modelling the dynamics of systemic risk in over-the-counter interest rate derivatives market. In Society for Computational Economics : Computing in Economics and Finance - CEF 2016.

Bakoush, Mohamed, Gerding, Enrico and Wolfe, Simon (2017) Interest rate swaps clearing and systemic risk. In American Economic Association (AEA): The 2017 Annual Meeting. American Economic Association..

Perez-Diaz, Alvaro, Gerding, Enrico and McGroarty, Frank (2018) Decentralised coordination of electric vehicle aggregators. At International Workshop on Optimization in Multiagent Systems (15/07/18) International Workshop on Optimization in Multiagent Systems, Stockholm, Sweden. 14 - 15 Jul 2018. 15 pp.

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Email: eg@ecs.soton.ac.uk

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Location: Building 32, 4th floor, Room 4013

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