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Monte Carlo methods for exact & efficient solution of the generalized optimality equations.

, , and . ICRA, page 4322-4327. IEEE, (2014)

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Belief flows for robust online learning., , and . ITA, page 70-77. IEEE, (2015)Modeling Friends and Foes., and . CoRR, (2018)Bayesian Causal Induction. CoRR, (2011)Action and Perception as Divergence Minimization., , , , , and . CoRR, (2020)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.Reactive bandits with attitude., , and . AISTATS, volume 38 of JMLR Workshop and Conference Proceedings, JMLR.org, (2015)A Minimum Relative Entropy Principle for Learning and Acting., and . J. Artif. Intell. Res., (2010)Information-Theoretic Bounded Rationality and ε-Optimality., and . Entropy, 16 (8): 4662-4676 (2014)Information-Theoretic Bounded Rationality., , , , and . CoRR, (2015)