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Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning.

, , , and . CoRR, (2019)

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A formal framework for robot learning and control under model uncertainty., , and . ICRA, page 2104-2110. IEEE, (2007)Bisimulation Metrics for Continuous Markov Decision Processes., , and . SIAM J. Comput., 40 (6): 1662-1714 (2011)Hierarchical Control of Markov Decision Processes, , , , and . Proceedings of the Tenth Yale Workshop on Adaptive and Learning Systems, page 186--191. (1998)Model minimization by linear PSR., and . IJCAI, page 1749-1750. Professional Book Center, (2005)Using Linear Programming for Bayesian Exploration in Markov Decision Processes., and . IJCAI, page 2437-2442. (2007)A Planning Algorithm for Predictive State Representations., and . IJCAI, page 1520-1521. Morgan Kaufmann, (2003)Avoidance Learning Using Observational Reinforcement Learning., , , , , , and . CoRR, (2019)Option-critic in cooperative multi-agent systems., , , , , , and . CoRR, (2019)Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction., , , , and . CoRR, (2019)Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning., , , and . CoRR, (2019)