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