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)

View-Invariant Policy Learning via Zero-Shot Novel View Synthesis CoRL 2024 ViPER: Visibility-based Pursuit-Evasion via Reinforcement Learning CoRL 2024 Virtual Action Actor-Critic Framework for Exploration (Student Abstract) AAAI 2024 Vision-Language Navigation with Energy-Based Policy NeurIPS 2024 VLMPC: Vision-Language Model Predictive Control for Robotic Manipulation RSS 2024 vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement IJCAI 2024 WARM: On the Benefits of Weight Averaged Reward Models ICML 2024 Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes NeurIPS 2024 Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement EMNLP 2024 Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024 What Effects the Generalization in Visual Reinforcement Learning: Policy Consistency with Truncated Return Prediction AAAI 2024 When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search NeurIPS 2024 When should we prefer Decision Transformers for Offline Reinforcement Learning? ICLR 2024 When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL NeurIPS 2024 When to Trust LLMs: Aligning Confidence with Response Quality ACL 2024 When Your AIs Deceive You: Challenges of Partial Observability in Reinforcement Learning from Human Feedback NeurIPS 2024 Whittle Index with Multiple Actions and State Constraint for Inventory Management ICLR 2024 Why Do Animals Need Shaping? A Theory of Task Composition and Curriculum Learning ICML 2024 WoCoCo: Learning Whole-Body Humanoid Control with Sequential Contacts CoRL 2024 WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment NeurIPS 2024 Worst-Case Offline Reinforcement Learning with Arbitrary Data Support NeurIPS 2024 WPO: Enhancing RLHF with Weighted Preference Optimization EMNLP 2024 XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX NeurIPS 2024 X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner IJCAI 2024 Zero-Shot Reinforcement Learning from Low Quality Data NeurIPS 2024