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hierarchical reinforcement learning

212 papers

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Also known as

HRL HIERARCHICAL RL

Co-occurring keywords · papers mentioning both

temporal abstraction (28) deep reinforcement learning (22) reinforcement learning (22) skill discovery (16) transfer learning (15) policy learning (14) markov decision process (12) goal-conditioned policy (11) multi-agent system (11) policy gradient (10)

Papers

Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning EMNLP 2017 Efficient Reinforcement Learning with Hierarchies of Machines by Leveraging Internal Transitions IJCAI 2017 FeUdal Networks for Hierarchical Reinforcement Learning ICML 2017 Hierarchical Reinforcement Learning with Parameters CoRL 2017 Hierarchy Through Composition with Multitask LMDPs ICML 2017 Generating Long-term Trajectories Using Deep Hierarchical Networks NeurIPS 2016 Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation NeurIPS 2016 Hierarchical Relative Entropy Policy Search JMLR 2016 Design Principles of the Hippocampal Cognitive Map NeurIPS 2014 Bayesian Hierarchical Reinforcement Learning NeurIPS 2012 Constructing Skill Trees for Reinforcement Learning Agents from Demonstration Trajectories NeurIPS 2010 Hierarchical Average Reward Reinforcement Learning JMLR 2007