ExGRPO: Learning to Reason from Experience
Paper • 2510.02245 • Published • 82
Learning from examples - training/inference
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A Practitioner's Guide to Multi-turn Agentic Reinforcement Learning
Paper • 2510.01132 • Published • 6 -
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
Paper • 2510.04618 • Published • 130 -
MixReasoning: Switching Modes to Think
Paper • 2510.06052 • Published • 22 -
Agent Learning via Early Experience
Paper • 2510.08558 • Published • 275 -
Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks
Paper • 2510.08002 • Published • 23 -
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs
Paper • 2510.07499 • Published • 48 -
Dr.LLM: Dynamic Layer Routing in LLMs
Paper • 2510.12773 • Published • 32 -
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
Paper • 2511.16043 • Published • 110 -
Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning
Paper • 2511.14460 • Published • 21 -
Complementary Reinforcement Learning
Paper • 2603.17621 • Published • 31