Marc J. V. Ponsen

According to our database, Marc J. V. Ponsen authored at least 14 papers between 2005 and 2011.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2011

Computing Approximate Nash Equilibria and Robust Best-Responses Using Sampling.

Marc J. V. Ponsen, Steven de Jong, Marc Lanctot

J. Artif. Intell. Res., 2011

2010

Learning with Whom to Communicate Using Relational Reinforcement Learning.

Marc J. V. Ponsen, Tom Croonenborghs, Karl Tuyls, Jan Ramon, Kurt Driessens, H. Jaap van den Herik, Eric O. Postma

Proceedings of the Interactive Collaborative Information Systems, 2010

MCRNR: Fast Computing of Restricted Nash Responses by Means of Sampling.

Marc J. V. Ponsen, Marc Lanctot, Steven de Jong

Proceedings of the Interactive Decision Theory and Game Theory, 2010

Integrating Opponent Models with Monte-Carlo Tree Search in Poker.

Marc J. V. Ponsen, Geert Gerritsen, Guillaume Chaslot

Proceedings of the Interactive Decision Theory and Game Theory, 2010

2009

Effective and Diverse Adaptive Game AI.

Istvan Szita, Marc J. V. Ponsen, Pieter Spronck

IEEE Trans. Comput. Intell. AI Games, 2009

An evolutionary game-theoretic analysis of poker strategies.

Marc J. V. Ponsen, Karl Tuyls, Michael Kaisers, Jan Ramon

Entertain. Comput., 2009

Abstraction and Generalization in Reinforcement Learning: A Summary and Framework.

Marc J. V. Ponsen, Matthew E. Taylor, Karl Tuyls

Proceedings of the Adaptive and Learning Agents, Second Workshop, 2009

Learning with whom to communicate using relational reinforcement learning.

Marc J. V. Ponsen, Tom Croonenborghs, Karl Tuyls, Jan Ramon, Kurt Driessens

Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

2008

Bayes-Relational Learning of Opponent Models from Incomplete Information in No-Limit Poker.

Marc J. V. Ponsen, Jan Ramon, Tom Croonenborghs, Kurt Driessens, Karl Tuyls

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Knowledge acquisition for adaptive game AI.

Marc J. V. Ponsen, Pieter Spronck, Héctor Muñoz-Avila, David W. Aha

Sci. Comput. Program., 2007

2006

Adaptive game AI with dynamic scripting.

Pieter Spronck, Marc J. V. Ponsen, Ida G. Sprinkhuizen-Kuyper, Eric O. Postma

Mach. Learn., 2006

Automatically Generating Game Tactics through Evolutionary Learning.

Marc J. V. Ponsen, Hector Muñoz-Avila, Pieter Spronck, David W. Aha

AI Mag., 2006

2005

Learning to Win: Case-Based Plan Selection in a Real-Time Strategy Game.

David W. Aha, Matthew Molineaux, Marc J. V. Ponsen

Proceedings of the Case-Based Reasoning, 2005

Automatically Acquiring Domain Knowledge For Adaptive Game AI Using Evolutionary Learning.

Marc J. V. Ponsen, Héctor Muñoz-Avila, Pieter Spronck, David W. Aha

Proceedings of the Proceedings, 2005