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Reinforcement Learning

9,982 papers (145 classified directly here)

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Papers (including subtopics)

Hierarchical Diffusion Policy for Kinematics-Aware Multi-Task Robotic Manipulation CVPR 2024 Hierarchical Federated Learning with Multi-Timescale Gradient Correction NeurIPS 2024 Hierarchical Planning and Learning for Robots in Stochastic Settings Using Zero-Shot Option Invention AAAI 2024 Hierarchical Reinforcement Learning for Point of Interest Recommendation IJCAI 2024 Hierarchical Reinforcement Learning on Multi-Channel Hypergraph Neural Network for Course Recommendation IJCAI 2024 Hieros: Hierarchical Imagination on Structured State Space Sequence World Models ICML 2024 Highway Value Iteration Networks ICML 2024 Horizon-Free and Instance-Dependent Regret Bounds for Reinforcement Learning with General Function Approximation AISTATS 2024 How Does Goal Relabeling Improve Sample Efficiency? ICML 2024 How does Inverse RL Scale to Large State Spaces? A Provably Efficient Approach NeurIPS 2024 How to Explore with Belief: State Entropy Maximization in POMDPs ICML 2024 How to Learn Domain-Invariant Representations for Visual Reinforcement Learning: An Information-Theoretical Perspective IJCAI 2024 How to Leverage Diverse Demonstrations in Offline Imitation Learning ICML 2024 HPO-RL-Bench: A Zero-Cost Benchmark for HPO in Reinforcement Learning AutoML 2024 Human Alignment of Large Language Models through Online Preference Optimisation ICML 2024 Human-Guided Moral Decision Making in Text-Based Games AAAI 2024 HumanoidBench: Simulated Humanoid Benchmark for Whole-Body Locomotion and Manipulation RSS 2024 Humanoid Parkour Learning CoRL 2024 HumanPlus: Humanoid Shadowing and Imitation from Humans CoRL 2024 HumanVLA: Towards Vision-Language Directed Object Rearrangement by Physical Humanoid NeurIPS 2024 HVOFusion: Incremental Mesh Reconstruction Using Hybrid Voxel Octree IJCAI 2024 Hybrid CtrlFormer: Learning Adaptive Search Space Partition for Hybrid Action Control via Transformer-based Monte Carlo Tree Search UAI 2024 Hybrid Inverse Reinforcement Learning ICML 2024 Hybrid Reinforcement Learning Breaks Sample Size Barriers In Linear MDPs NeurIPS 2024 Hybrid Reinforcement Learning from Offline Observation Alone ICML 2024