Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning Paper • 2512.15687 • Published 10 days ago • 17
MotionEdit: Benchmarking and Learning Motion-Centric Image Editing Paper • 2512.10284 • Published 16 days ago • 25
Every Question Has Its Own Value: Reinforcement Learning with Explicit Human Values Paper • 2510.20187 • Published Oct 23 • 18
VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning Paper • 2510.01444 • Published Oct 1 • 19
CLUE: Non-parametric Verification from Experience via Hidden-State Clustering Paper • 2510.01591 • Published Oct 2 • 27
TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning Paper • 2509.25760 • Published Sep 30 • 55
Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation Paper • 2509.15194 • Published Sep 18 • 33
CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models Paper • 2509.09675 • Published Sep 11 • 28
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning Paper • 2509.07980 • Published Sep 9 • 101
Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training Paper • 2509.03403 • Published Sep 3 • 22
Self-Rewarding Vision-Language Model via Reasoning Decomposition Paper • 2508.19652 • Published Aug 27 • 84
Towards Optimal Regret in Adversarial Linear MDPs with Bandit Feedback Paper • 2310.11550 • Published Oct 17, 2023 • 1