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Methods

8,258 papers (12 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Deep RL (4,525) Policy Learning (2,633) Multi-Agent Systems (1,251) Offline RL (1,025) Model-Based RL (291) Meta-Learning (80)

Papers per year

2
31
37
801
1,203
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Papers (including subtopics)

HCRide: Harmonizing Passenger Fairness and Driver Preference for Human-Centered Ride-Hailing IJCAI 2025 Hidden in Plain Text: Emergence & Mitigation of Steganographic Collusion in LLMs IJCNLP 2025 Hierarchical and Modular Network on Non-prehensile Manipulation in General Environments RSS 2025 Hierarchical Decision Making Based on Structural Information Principles JMLR 2025 Hierarchical Equivariant Policy via Frame Transfer ICML 2025 Hierarchical Reinforcement Learning with Uncertainty-Guided Diffusional Subgoals ICML 2025 Hierarchical World Models as Visual Whole-Body Humanoid Controllers ICLR 2025 High-Dimensional Prediction for Sequential Decision Making ICML 2025 Highly Efficient Self-Adaptive Reward Shaping for Reinforcement Learning ICLR 2025 Highly Imperceptible Black-Box Graph Injection Attacks with Reinforcement Learning AAAI 2025 Highly Parallelized Reinforcement Learning Training with Relaxed Assignment Dependencies AAAI 2025 High Probability Bound for Cross-Learning Contextual Bandits with Unknown Context Distributions ICML 2025 Hold My Beer: Learning Gentle Humanoid Locomotion and End-Effector Stabilization Control CoRL 2025 HOMIE: Humanoid Loco-Manipulation with Isomorphic Exoskeleton Cockpit RSS 2025 Horizon Generalization in Reinforcement Learning ICLR 2025 How to Coordinate UAVs and UGVs for Efficient Mission Planning? Optimizing Energy-Constrained Cooperative Routing with a DRL Framework RSS 2025 Humanoid Policy   Human Policy CoRL 2025 Hybrid Modeling of Heterogeneous Human Teams for Collaborative Decision Processes L4DC 2025 Hybrid Transfer Reinforcement Learning: Provable Sample Efficiency from Shifted-Dynamics Data AISTATS 2025 HydroGym: A Reinforcement Learning Platform for Fluid Dynamics L4DC 2025 HYGMA: Hypergraph Coordination Networks with Dynamic Grouping for Multi-Agent Reinforcement Learning ICML 2025 HyperCRS: Hypergraph-Aware Multi-Grained Preference Learning to Burst Filter Bubbles in Conversational Recommendation System ACL 2025 Hyper: Hyperparameter Robust Efficient Exploration in Reinforcement Learning ICML 2025 Hyperspherical Normalization for Scalable Deep Reinforcement Learning ICML 2025 HyperTASR: Hypernetwork-Driven Task-Aware Scene Representations for Robust Manipulation CoRL 2025