Pedro Sequeira, Francisco S. Melo and Ana Paiva
Autonomous Agents and Multi-Agent Systems, 29(4), 2015, pp. 537-568. DOI 10.1007/s10458-014-9262-4
Publications
Journal Articles
Emergence of Emotional Appraisal Signals in Reinforcement Learning Agents
Learning by Appraising: An Emotion-based Approach for Intrinsic Reward Design
Pedro Sequeira, Francisco S. Melo and Ana Paiva
Adaptive Behavior, 22(5), 2014, pp. 330–349. DOI 10.1177/1059712314543837
Refereed Conferences / Workshops
Emergence of Emotional Appraisal Signals in Reinforcement Learning Agents (JAAMAS Extended Abstract)
Discovering Social Interaction Strategies for Robots from Restricted-Perception Wizard-of-Oz Studies
“Let’s Save Resources!”: A Dynamic, Collaborative AI for a Multiplayer Environmental Awareness Game
Pedro Sequeira, Francisco S. Melo and Ana Paiva
In Proceedings of the IEEE Conference on Computational Intelligence and Games (IEEE CIG 2015), pp. 399-406, Aug 31– Sep 2, Tainan, 2015.
The Development of Cooperation in Evolving Populations through Social Importance
Pedro Sequeira, Samuel Mascarenhas, Francisco S. Melo and Ana Paiva
Proceedings of the 5th International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob 2015), pp. 308–313, August 13-16, Providence, Rhode Island, 2015.
The “Favors Game”: A Framework to Study the Emergence of Cooperation through Social Importance
Pedro Sequeira, Samuel Mascarenhas, Francisco S. Melo and Ana Paiva
In Proceedings of the 14th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS’15), Istanbul, May 4–8, 2015 (Extended Abstract), pp. 1899-1900
The Influence of Social Display in Competitive Multiagent Learning
Pedro Sequeira, Francisco S. Melo and Ana Paiva
In Proceedings of the 4th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob 2014), Genoa, Italy, October 13-16, 2014, pp. 64–69
An Associative State-Space Metric for Learning in Factored MDPs
Pedro Sequeira, Francisco S. Melo and Ana Paiva
In Proceedings of the 16th Portuguese Conference on Artificial Intelligence (EPIA 2013), Azores, Portugal, September 9-12, 2013, pp. 163-174
Emotion-based Intrinsic Motivation for Reinforcement Learning Agents
Best Paper Award
Pedro Sequeira, Francisco S. Melo and Ana Paiva
In Proceedings of the 4th International Conference on Affective Computing and Intelligent Interaction (ACII 2011), Memphis, USA, October 9–12, 2011, pp. 326-336
Emerging Social Awareness: Exploring Intrinsic Motivation in Multiagent Learning
Best Poster Award
Pedro Sequeira, Francisco S. Melo, Rui Prada and Ana Paiva
In Proceedings of the First Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob 2011), Frankfurt, Germany, August 24-27, 2011, pp. 1-6
Real-Time Sensory Pattern Mining for Autonomous Agents
Pedro Sequeira and Cláudia Antunes
In Proceedings of the 6th International Workshop on Agents and Data Mining Interaction (ADMI 2010), Toronto, Canada, 2010, pp. 71-83
Technical Reports
Learning by Appraising: An Emotion-based Approach for Intrinsic Reward Design
Pedro Sequeira, Francisco S. Melo and Ana Paiva
GAIPS technical report series, GAIPS-TR-001-12, March 2012
Associative Metric for Learning in Factored MDPs Based on Classical Conditioning
Pedro Sequeira, Francisco S. Melo and Ana Paiva
GAIPS technical report series, GAIPS-TR-002-12, June 2012
Thesis
Socio-Emotional Reward Design for Intrinsically Motivated Learning Agents
Pedro Sequeira
Ph.D. Thesis, Instituto Superior Técnico, Universidade de Lisboa, Portugal, 2013
Other
FearNot! Demo: A Virtual Environment with Synthetic Characters to Help Bullying
Best Demo Award
Marco Vala, Pedro Sequeira and Ana Paiva
In Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS’07), USA, May 14-18, 2007