conftrace_

Reinforcement Learning

9,982 papers (145 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Methods (8,258) Applications (3,394)

Papers per year

6

2

2

9

27

30

36

20

43

49

59

61

58

51

83

216

419

722

966

1,128

1,156

1,384

1,648

1,445

362

'5

'10

'15

'20

'25

Papers (including subtopics)

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 RMultiplex200K: Toward Reliable Multimodal Process Supervision for Visual Language Models on Telecommunications ICCV 2025 RoboGround: Robotic Manipulation with Grounded Vision-Language Priors CVPR 2025 RoboMIND: Benchmark on Multi-embodiment Intelligence Normative Data for Robot Manipulation RSS 2025 RoboPanoptes: The All-Seeing Robot with Whole-body Dexterity RSS 2025 Robot-Gated Interactive Imitation Learning with Adaptive Intervention Mechanism ICML 2025 Robot Learning from Any Images CoRL 2025 Robots Learning Through Physical Interactive Intelligence AAAI 2025 Robot Trains Robot: Automatic Real-World Policy Adaptation and Learning for Humanoids CoRL 2025 RobotxR1: Enabling Embodied Robotic Intelligence on Large Language Models through Closed-Loop Reinforcement Learning CoRL 2025 RoboVerse: A Unified Platform, Benchmark and Dataset for Scalable and Generalizable Robot Learning RSS 2025