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

47

44

37

63

171

350

606

801

920

974

1,144

1,380

1,203

319

'5

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Papers (including subtopics)

Distributional Reinforcement Learning with Regularized Wasserstein Loss NeurIPS 2024 DittoGym: Learning to Control Soft Shape-Shifting Robots ICLR 2024 Diversification of Adaptive Policy for Effective Offline Reinforcement Learning IJCAI 2024 Diversity Is Not All You Need: Training A Robust Cooperative Agent Needs Specialist Partners NeurIPS 2024 DMR: Decomposed Multi-Modality Representations for Frames and Events Fusion in Visual Reinforcement Learning CVPR 2024 Do no harm: A counterfactual approach to safe reinforcement learning L4DC 2024 Don’t Be Pessimistic Too Early: Look K Steps Ahead! AISTATS 2024 Don’t Forget Your Reward Values: Language Model Alignment via Value-based Calibration EMNLP 2024 Don't Start From Scratch: Behavioral Refinement via Interpolant-based Policy Diffusion RSS 2024 Do's and Don'ts: Learning Desirable Skills with Instruction Videos NeurIPS 2024 Do Transformer World Models Give Better Policy Gradients? ICML 2024 Double Buffers CEM-TD3: More Efficient Evolution and Richer Exploration AAAI 2024 Doubly Mild Generalization for Offline Reinforcement Learning NeurIPS 2024 DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems ICML 2024 DreamSmooth: Improving Model-based Reinforcement Learning via Reward Smoothing ICLR 2024 DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design ICML 2024 DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback CVPR 2024 DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization ICLR 2024 DrS: Learning Reusable Dense Rewards for Multi-Stage Tasks ICLR 2024 Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming ICML 2024 Dual Critic Reinforcement Learning under Partial Observability NeurIPS 2024 Dual RL: Unification and New Methods for Reinforcement and Imitation Learning ICLR 2024 Dynamic Knowledge Injection for AIXI Agents AAAI 2024 Dynamic Layer Tying for Parameter-Efficient Transformers ICLR 2024 Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning NeurIPS 2024