Behavior Knowledge Merge in Reinforced Agentic Models
Paper • 2601.13572 • Published • 27
Agent-finetuning-RAM-METHOD
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Language of Thought Shapes Output Diversity in Large Language Models
Paper • 2601.11227 • Published • 10 -
Agentic-R: Learning to Retrieve for Agentic Search
Paper • 2601.11888 • Published • 19 -
RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System
Paper • 2602.02488 • Published • 36 -
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text
Paper • 2601.22975 • Published • 111 -
Self-Hinting Language Models Enhance Reinforcement Learning
Paper • 2602.03143 • Published • 31 -
Self-Distillation Enables Continual Learning
Paper • 2601.19897 • Published • 36