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state abstraction

57 papers

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Co-occurring keywords

reinforcement learning (4122) markov decision process (788) model-based reinforcement learning (415) sample efficiency (469) representation learning (6174) hierarchical planning (88) world model (180) causal inference (1619) hierarchical reinforcement learning (168) temporal abstraction (75)

Papers

Organizing Experience: a Deeper Look at Replay Mechanisms for Sample-Based Planning in Continuous State Domains IJCAI 2018
State Abstractions for Lifelong Reinforcement Learning ICML 2018
Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation ICML 2018
Feudal Reinforcement Learning for Dialogue Management in Large Domains NAACL 2018
Near Optimal Behavior via Approximate State Abstraction ICML 2016
Abstraction Selection in Model-based Reinforcement Learning ICML 2015
Causal Graph Based Decomposition of Factored MDPs JMLR 2006