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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

Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning AAAI 2019
The Option Keyboard: Combining Skills in Reinforcement Learning NIPS 2019
DAC: The Double Actor-Critic Architecture for Learning Options NIPS 2019
Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards NIPS 2019
Control What You Can: Intrinsically Motivated Task-Planning Agent NIPS 2019
On Reinforcement Learning for Full-Length Game of StarCraft AAAI 2019
HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators CORL 2019
Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning IJCNLP 2019
Multi-Agent Manipulation via Locomotion using Hierarchical Sim2Real CORL 2019
Learning Navigation Subroutines from Egocentric Videos CORL 2019
Logic-Based Sequential Decision-Making AAAI 2019
Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning EMNLP 2019
A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems AAAI 2019
Playing FPS Games With Environment-Aware Hierarchical Reinforcement Learning IJCAI 2019
Language as an Abstraction for Hierarchical Deep Reinforcement Learning NIPS 2019
Learning Representations in Model-Free Hierarchical Reinforcement Learning AAAI 2019
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation AAAI 2019
A Hierarchical Framework for Relation Extraction with Reinforcement Learning AAAI 2019
Natural Option Critic AAAI 2019
Diversity-Driven Extensible Hierarchical Reinforcement Learning AAAI 2019
Learning Fairness in Multi-Agent Systems NIPS 2019
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML 2018
Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies NIPS 2018
Data-Efficient Hierarchical Reinforcement Learning NIPS 2018
Video Captioning via Hierarchical Reinforcement Learning CVPR 2018