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hierarchical reinforcement learning

171 papers

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Also known as

HRL HIERARCHICAL RL

Co-occurring keywords

temporal abstraction (75) reinforcement learning (4352) deep reinforcement learning (903) policy learning (702) skill discovery (45) transfer learning (5449) multi-agent system (1819) markov decision process (790) hierarchical learning (87) goal-conditioned policy (36)

Papers

Subgoal Discovery for Hierarchical Dialogue Policy Learning EMNLP 2018
Learning Abstract Options NIPS 2018
An Inference-Based Policy Gradient Method for Learning Options ICML 2018
Hierarchical Imitation and Reinforcement Learning ICML 2018
Latent Space Policies for Hierarchical Reinforcement Learning ICML 2018
Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning EMNLP 2018
PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making IJCAI 2018
Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning ICML 2018
A Laplacian Framework for Option Discovery in Reinforcement Learning ICML 2017
Efficient Reinforcement Learning with Hierarchies of Machines by Leveraging Internal Transitions IJCAI 2017
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning EMNLP 2017
FeUdal Networks for Hierarchical Reinforcement Learning ICML 2017
Hierarchy Through Composition with Multitask LMDPs ICML 2017
Hierarchical Reinforcement Learning with Parameters CORL 2017
Hierarchical Relative Entropy Policy Search JMLR 2016
Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation NIPS 2016
Generating Long-term Trajectories Using Deep Hierarchical Networks NIPS 2016
Design Principles of the Hippocampal Cognitive Map NIPS 2014
Bayesian Hierarchical Reinforcement Learning NIPS 2012
Constructing Skill Trees for Reinforcement Learning Agents from Demonstration Trajectories NIPS 2010
Hierarchical Average Reward Reinforcement Learning JMLR 2007