conftrace_

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

6

1

2

2

16

21

24

16

31

36

44

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44

37

63

171

350

606

801

920

974

1,144

1,380

1,203

319

'5

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Papers (including subtopics)

Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL ICML 2024 Offline Data Enhanced On-Policy Policy Gradient with Provable Guarantees ICLR 2024 Offline Imitation from Observation via Primal Wasserstein State Occupancy Matching ICML 2024 Offline Imitation Learning Through Graph Search and Retrieval RSS 2024 Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms ICML 2024 Offline Model-Based Optimization via Policy-Guided Gradient Search AAAI 2024 Offline Multi-Objective Optimization ICML 2024 Offline Multitask Representation Learning for Reinforcement Learning NeurIPS 2024 Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff NeurIPS 2024 Offline Policy Evaluation and Optimization Under Confounding AISTATS 2024 Offline Policy Learning via Skill-step Abstraction for Long-horizon Goal-Conditioned Tasks IJCAI 2024 Offline Primal-Dual Reinforcement Learning for Linear MDPs AISTATS 2024 Offline Reinforcement Learning: Role of State Aggregation and Trajectory Data COLT 2024 Offline Reinforcement Learning with Behavioral Supervisor Tuning IJCAI 2024 Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression NeurIPS 2024 Offline Reward Perturbation Boosts Distributional Shift in Online RL UAI 2024 Offline RL with Observation Histories: Analyzing and Improving Sample Complexity ICLR 2024 Offline Transition Modeling via Contrastive Energy Learning ICML 2024 Off-Policy Action Anticipation in Multi-Agent Reinforcement Learning JMLR 2024 Off-policy Evaluation Beyond Overlap: Sharp Partial Identification Under Smoothness ICML 2024 Off-Policy Selection for Initiating Human-Centric Experimental Design NeurIPS 2024 OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning ICML 2024 Omega-Regular Decision Processes AAAI 2024 OmniH2O: Universal and Dexterous Human-to-Humanoid Whole-Body Teleoperation and Learning CoRL 2024 OMPO: A Unified Framework for RL under Policy and Dynamics Shifts ICML 2024