Burch, Neil

26 publications

IJCAI 2024 Look-Ahead Search on Top of Policy Networks in Imperfect Information Games Ondrej Kubícek, Neil Burch, Viliam Lisý

TMLR 2023 Population-Based Evaluation in Repeated Rock-Paper-Scissors as a Benchmark for Multiagent Reinforcement Learning Marc Lanctot, John Schultz, Neil Burch, Max Olan Smith, Daniel Hennes, Thomas Anthony, Julien Perolat

IJCAI 2023 Rethinking Formal Models of Partially Observable Multiagent Decision Making (Extended Abstract) Vojtech Kovarík, Martin Schmid, Neil Burch, Michael Bowling, Viliam Lisý

IJCAI 2022 Approximate Exploitability: Learning a Best Response Finbarr Timbers, Nolan Bard, Edward Lockhart, Marc Lanctot, Martin Schmid, Neil Burch, Julian Schrittwieser, Thomas Hubert, Michael Bowling

ICML 2021 From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization Julien Perolat, Remi Munos, Jean-Baptiste Lespiau, Shayegan Omidshafiei, Mark Rowland, Pedro Ortega, Neil Burch, Thomas Anthony, David Balduzzi, Bart De Vylder, Georgios Piliouras, Marc Lanctot, Karl Tuyls

AAAI 2021 Solving Common-Payoff Games with Approximate Policy Iteration Samuel Sokota, Edward Lockhart, Finbarr Timbers, Elnaz Davoodi, Ryan D'Orazio, Neil Burch, Martin Schmid, Michael Bowling, Marc Lanctot

ICML 2019 Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning Jakob Foerster, Francis Song, Edward Hughes, Neil Burch, Iain Dunning, Shimon Whiteson, Matthew Botvinick, Michael Bowling

JAIR 2019 Revisiting CFR+ and Alternating Updates Neil Burch, Matej Moravcik, Martin Schmid

AAAI 2019 Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games Using Baselines Martin Schmid, Neil Burch, Marc Lanctot, Matej Moravcik, Rudolf Kadlec, Michael Bowling

AAAI 2018 AIVAT: A New Variance Reduction Technique for Agent Evaluation in Imperfect Information Games Neil Burch, Martin Schmid, Matej Moravcik, Dustin Morrill, Michael Bowling

IJCAI 2015 Solving Heads-up Limit Texas Hold'em Oskari Tammelin, Neil Burch, Michael Johanson, Michael Bowling

AAAI 2014 Solving Imperfect Information Games Using Decomposition Neil Burch, Michael Johanson, Michael Bowling

AAAI 2014 Using Response Functions to Measure Strategy Strength Trevor Davis, Neil Burch, Michael Bowling

NeurIPS 2012 Efficient Monte Carlo Counterfactual Regret Minimization in Games with Many Player Actions Neil Burch, Marc Lanctot, Duane Szafron, Richard G. Gibson

AAAI 2012 Finding Optimal Abstract Strategies in Extensive-Form Games Michael Johanson, Nolan Bard, Neil Burch, Michael Bowling

AAAI 2012 Generalized Sampling and Variance in Counterfactual Regret Minimization Richard G. Gibson, Marc Lanctot, Neil Burch, Duane Szafron, Michael Bowling

ICML 2012 No-Regret Learning in Extensive-Form Games with Imperfect Recall Marc Lanctot, Richard G. Gibson, Neil Burch, Michael Bowling

AAAI 2011 Block A*: Database-Driven Search with Applications in Any-Angle Path-Planning Peter Yap, Neil Burch, Robert C. Holte, Jonathan Schaeffer

JAIR 2010 Predicting the Performance of IDA* Using Conditional Distributions Uzi Zahavi, Ariel Felner, Neil Burch, Robert C. Holte

IJCAI 2009 Memory-Based Heuristics for Explicit State Spaces Nathan R. Sturtevant, Ariel Felner, Max Barer, Jonathan Schaeffer, Neil Burch

AAAI 2008 Predicting the Performance of IDA* with Conditional Distributions Uzi Zahavi, Ariel Felner, Neil Burch, Robert C. Holte

ICML 2008 Strategy Evaluation in Extensive Games with Importance Sampling Michael H. Bowling, Michael Johanson, Neil Burch, Duane Szafron

AAAI 2007 A New Algorithm for Generating Equilibria in Massive Zero-Sum Games Martin Zinkevich, Michael H. Bowling, Neil Burch

UAI 2005 Bayes? Bluff: Opponent Modelling in Poker Finnegan Southey, Michael H. Bowling, Bryce Larson, Carmelo Piccione, Neil Burch, Darse Billings, D. Chris Rayner

IJCAI 2005 Solving Checkers Jonathan Schaeffer, Yngvi Björnsson, Neil Burch, Akihiro Kishimoto, Martin Müller, Robert Lake, Paul Lu, Steve Sutphen

IJCAI 2003 Approximating Game-Theoretic Optimal Strategies for Full-Scale Poker Darse Billings, Neil Burch, Aaron Davidson, Robert C. Holte, Jonathan Schaeffer, Terence Schauenberg, Duane Szafron