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

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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)

VTDexManip: A Dataset and Benchmark for Visual-tactile Pretraining and Dexterous Manipulation with Reinforcement Learning ICLR 2025 VT-Refine: Learning Bimanual Assembly with Visuo-Tactile Feedback via Simulation Fine-Tuning CoRL 2025 Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025 Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained Settings EMNLP 2025 Wasserstein Policy Optimization ICML 2025 Wavelet Policy: Lifting Scheme for Policy Learning in Long-Horizon Tasks ICCV 2025 WAVE: Wasserstein Adaptive Value Estimation for Actor-Critic Reinforcement Learning L4DC 2025 WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning EMNLP 2025 “What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives L4DC 2025 What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning AAAI 2025 When Maximum Entropy Misleads Policy Optimization ICML 2025 When Should We Prefer State-to-Visual DAgger over Visual Reinforcement Learning? AAAI 2025 When to retrain a machine learning model ICML 2025 Wolfpack Adversarial Attack for Robust Multi-Agent Reinforcement Learning ICML 2025 WoMAP: World Models For Embodied Open-Vocabulary Object Localization CoRL 2025 XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning ICLR 2025 YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering ACL 2025 Zero-Inflated Bandits ICML 2025 Zero-Shot Action Generalization with Limited Observations AISTATS 2025 Zero Shot Generalization of Vision-Based RL Without Data Augmentation ICML 2025 Zero-Shot Offline Imitation Learning via Optimal Transport ICML 2025 ZipMPC: Compressed Context-Dependent MPC Cost via Imitation Learning CoRL 2025 VITS : Variational Inference Thompson Sampling for contextual bandits ICML 2024 $\rm E(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning ICML 2024 3D-ViTac: Learning Fine-Grained Manipulation with Visuo-Tactile Sensing CoRL 2024