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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

Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management AAAI 2021
Visual Tracking via Hierarchical Deep Reinforcement Learning AAAI 2021
Landmark-Guided Subgoal Generation in Hierarchical Reinforcement Learning NIPS 2021
The Logical Options Framework ICML 2021
Skill Discovery for Exploration and Planning using Deep Skill Graphs ICML 2021
Hierarchical Neural Dynamic Policies RSS 2021
Discovery of Options via Meta-Learned Subgoals NIPS 2021
Hierarchical and Partially Observable Goal-Driven Policy Learning With Goals Relational Graph CVPR 2021
Deep Reinforcement Learning with Hierarchical Structures IJCAI 2021
A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems NIPS 2021
Generalization in Text-based Games via Hierarchical Reinforcement Learning EMNLP 2021
Hierarchical Reinforcement Learning with Timed Subgoals NIPS 2021
Discovering Generalizable Skills via Automated Generation of Diverse Tasks RSS 2021
Composable Energy Policies for Reactive Motion Generation and Reinforcement Learning RSS 2021
Relative Variational Intrinsic Control AAAI 2021
Abstract Value Iteration for Hierarchical Reinforcement Learning AISTATS 2021
Hierarchical Reinforcement Learning for Integrated Recommendation AAAI 2021
Flexible Option Learning NIPS 2021
Robustly Learning Composable Options in Deep Reinforcement Learning IJCAI 2021
Compositional Generalization by Learning Analytical Expressions NIPS 2020
I²HRL: Interactive Influence-based Hierarchical Reinforcement Learning IJCAI 2020
Hierarchical Reinforcement Learning for Pedagogical Policy Induction (Extended Abstract) IJCAI 2020
ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs AACL 2020
Asynchronous Coagent Networks ICML 2020
On the Role of Weight Sharing During Deep Option Learning AAAI 2020