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)

Reward Mixology: Crafting Hybrid Signals for Reinforcement Learning Driven In-Context Learning EMNLP 2025 Reward Models in Deep Reinforcement Learning: A Survey IJCAI 2025 Reward Translation via Reward Machine in Semi-Alignable MDPs ICML 2025 ReWiND: Language-Guided Rewards Teach Robot Policies without New Demonstrations CoRL 2025 RIPE: Reinforcement Learning on Unlabeled Image Pairs for Robust Keypoint Extraction ICCV 2025 Risk-averse Total-reward MDPs with ERM and EVaR AAAI 2025 Risk-Sensitive Theory of Mind: Coordinating with Agents of Unknown Bias using Cumulative Prospect Theory ICML 2025 Risk-Sensitive Variational Actor-Critic: A Model-Based Approach ICLR 2025 RLAE: Reinforcement Learning-Assisted Ensemble for LLMs EMNLP 2025 RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness CVPR 2025 RLDG: Robotic Generalist Policy Distillation via Reinforcement Learning RSS 2025 RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning ICML 2025 RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters EMNLP 2025 RLLTE: Long-Term Evolution Project of Reinforcement Learning AAAI 2025 RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression CVPR 2025 RLTHF: Targeted Human Feedback for LLM Alignment ICML 2025 RL + Transformer = A General-Purpose Problem Solver ACL 2025 Robot-Gated Interactive Imitation Learning with Adaptive Intervention Mechanism ICML 2025 Robots Learning Through Physical Interactive Intelligence AAAI 2025 RoBridge: A Hierarchical Architecture Bridging Cognition and Execution for General Robotic Manipulation ICCV 2025 Robust Finite-Memory Policy Gradients for Hidden-Model POMDPs IJCAI 2025 Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning ICLR 2025 RobustLight: Improving Robustness via Diffusion Reinforcement Learning for Traffic Signal Control ICML 2025 Robust Multi-Agent Reinforcement Learning with Stochastic Adversary ICML 2025 Robustness to Spurious Correlations via Dynamic Knowledge Transfer IJCAI 2025