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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

LeDeepChef Deep Reinforcement Learning Agent for Families of Text-Based Games AAAI 2020
Hierarchical Reinforcement Learning for Open-Domain Dialog AAAI 2020
Copy or Rewrite: Hybrid Summarization with Hierarchical Reinforcement Learning AAAI 2020
Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation AAAI 2020
Planning with Abstract Learned Models While Learning Transferable Subtasks AAAI 2020
Tree-Structured Policy Based Progressive Reinforcement Learning for Temporally Language Grounding in Video AAAI 2020
Hierarchical Average Reward Policy Gradient Algorithms (Student Abstract) AAAI 2020
From pixels to legs: Hierarchical learning of quadruped locomotion CORL 2020
Compositional Transfer in Hierarchical Reinforcement Learning RSS 2020
Value Preserving State-Action Abstractions AISTATS 2020
Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020
Online Decision Based Visual Tracking via Reinforcement Learning NIPS 2020
Multitask Soft Option Learning UAI 2020
Reinforcement Learning based Control of Imitative Policies for Near-Accident Driving RSS 2020
OPtions as REsponses: Grounding behavioural hierarchies in multi-agent reinforcement learning ICML 2020
TAG : Type Auxiliary Guiding for Code Comment Generation ACL 2020
Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning NIPS 2020
Reasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning IJCAI 2020
Planning in Hierarchical Reinforcement Learning: Guarantees for Using Local Policies ALT 2020
On Efficiency in Hierarchical Reinforcement Learning NIPS 2020
Hierarchical Reinforcement Learning for Course Recommendation in MOOCs AAAI 2019
Learning Generalized Temporal Abstractions across Both Action and Perception AAAI 2019
A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer ACL 2019
SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning AAAI 2019
Deriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains AAAI 2019