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From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization.

, , , , , , , , , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 8525-8535. PMLR, (2021)

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Belief flows for robust online learning., , and . ITA, page 70-77. IEEE, (2015)Reactive bandits with attitude., , and . AISTATS, volume 38 of JMLR Workshop and Conference Proceedings, JMLR.org, (2015)Beyond Bayes-optimality: meta-learning what you know you don't know., , , , , , , , , and 4 other author(s). CoRR, (2022)Neural Networks and the Chomsky Hierarchy., , , , , , , , and . CoRR, (2022)Intrinsic Social Motivation via Causal Influence in Multi-Agent RL., , , , , , , and . CoRR, (2018)Meta-learning of Sequential Strategies., , , , , , , , , and 14 other author(s). CoRR, (2019)Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning., , , , , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 3040-3049. PMLR, (2019)Algorithms for Causal Reasoning in Probability Trees, , , , , , and . (2020)cite arxiv:2010.12237Comment: 11 pages, 8 figures, 5 algorithms. A companion Colaboratory tutorial is available at https://github.com/deepmind/deepmind-research/causal-reasoning.Meta-trained agents implement Bayes-optimal agents., , , , , , and . NeurIPS, (2020)Agent Incentives: A Causal Perspective., , , , and . AAAI, page 11487-11495. AAAI Press, (2021)