Computing Approximate Nash Equilibria and Robust Best-Responses Using Sampling

Authors: Ponsen, Marc, de Jong, Steven, Lanctot, Marc

Source: Journal Of Artificial Intelligence Research, Volume 42, pages 575-605, 2011

Subject Terms: Computer Science - Computer Science and Game Theory

Access URL: http://arxiv.org/abs/1401.4591

Automatically Generating Game Tactics through Evolutionary Learning.

Authors: Ponsen, Marc, Muñoz-Avila, Héctor, Spronck, Pieter

Source: AI Magazine; Fall2006, Vol. 27 Issue 3, p75-84, 10p

Adaptive game AI with dynamic scripting.

Authors: Spronck, Pieter, Ponsen, Marc, Sprinkhuizen-Kuyper, Ida

Source: Machine Learning; Jun2006, Vol. 63 Issue 3, p217-248, 32p

An evolutionary game-theoretic analysis of poker strategies

Authors: Ponsen, Marc, Tuyls, Karl, Kaisers, Michael, Ramon, Jan

Source: In Entertainment Computing 2009 1(1):39-45

Knowledge acquisition for adaptive game AI

Authors: Ponsen, Marc, Spronck, Pieter, Muñoz-Avila, Héctor, Aha, David W.

Source: In Science of Computer Programming 2007 67(1):59-75

This result is not displayed to guests.
Login for full access.

Learning with Whom to Communicate Using Relational Reinforcement Learning.

Authors: Ponsen, Marc, Croonenborghs, Tom, Tuyls, Karl, Ramon, Jan, Driessens, Kurt, van den Herik, Jaap, Postma, Eric

Source: Interactive Collaborative Information Systems; 2010, p45-63, 19p

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

Authors: Ponsen, Marc, Taylor, Matthew E., Tuyls, Karl

Source: Adaptive & Learning Agents; 2010, p1-32, 32p

This result is not displayed to guests.
Login for full access.

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

Authors: Muñoz-Avila, Héctor, Ricci, Francesco, W.Aha, David, Molineaux, Matthew, Ponsen, Marc

Source: Case-Based Reasoning Research & Development; 2005, p5-20, 16p