Publications

Noam Brown and Tuomas Sandholm. Safe and Nested Subgame Solving for Imperfect-Information Games. Arxiv preprint of extended early version. Early version appeared as Safe and Nested Endgame Solving for Imperfect-Information Games in the Workshop on Computer Poker and Imperfect Information at the AAAI Conference on Artificial Intelligence (AAAI), 2017.

Noam Brown and Tuomas Sandholm. Reduced Space and Faster Convergence in Imperfect-Information Games via Pruning. In International Conference on Machine Learning (ICML), 2017.

Noam Brown, Christian Kroer, and Tuomas Sandholm. Dynamic Thresholding and Pruning for Regret Minimization. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2017.

Noam Brown and Tuomas Sandholm. Strategy-Based Warm Starting for Regret Minimization in Games. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2016. Extended Version with appendix and typo fix.

Noam Brown and Tuomas Sandholm. Regret-Based Pruning in Extensive-Form Games. In Neural Information Processing Systems (NIPS), 2015. Extended Version.

Noam Brown and Tuomas Sandholm. Simultaneous Abstraction and Equilibrium Finding in Games. In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2015. Extended Version.

Noam Brown, Sam Ganzfried, and Tuomas Sandholm. Hierarchical Abstraction, Distributed Equilibrium Computation, and Post-Processing, with Application to a Champion No-Limit Texas Hold'em Agent. In Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2015.

Noam Brown and Tuomas Sandholm. Regret Transfer and Parameter Optimization. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2014. Extended Version.

Demonstrations at academic conferences

Noam Brown and Tuomas Sandholm. Baby Tartanian8: Winning Agent from the 2016 Annual Computer Poker Competition*. In Proceedings of the Demonstrations Program at the International Joint Conference on Artificial Intelligence (IJCAI), 2016. *After this paper was published, an error was discovered in the competition and Baby Tartanian8 was moved up to 1st place in the Instant-Runoff event.

Noam Brown and Tuomas Sandholm. Claudico: The World's Strongest No-Limit Texas Hold'em Poker AI. In the Demonstrations Program at Neural Information Processing Systems (NIPS), 2015.

Noam Brown, Sam Ganzfried, and Tuomas Sandholm. Tartanian7: A Champion Two-Player No-Limit Texas Hold'em Poker-Playing Program in Proceedings of the Demonstrations Program at the AAAI Conference on Artificial Intelligence (AAAI), 2015.