Agent Lightning: Train ANY AI Agents with Reinforcement Learning
Paper
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2508.03680
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Published
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120
Project ideas
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CRINN: Contrastive Reinforcement Learning for Approximate Nearest Neighbor Search
Paper • 2508.02091 • Published • 12 -
DINOv3
Paper • 2508.10104 • Published • 280 -
SSRL: Self-Search Reinforcement Learning
Paper • 2508.10874 • Published • 94 -
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
Paper • 2508.13167 • Published • 127 -
Speed Always Wins: A Survey on Efficient Architectures for Large Language Models
Paper • 2508.09834 • Published • 53 -
DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization
Paper • 2508.14460 • Published • 82 -
A Survey of Reinforcement Learning for Large Reasoning Models
Paper • 2509.08827 • Published • 188 -
Training-Free Group Relative Policy Optimization
Paper • 2510.08191 • Published • 44