What Does Multi-Turn Reinforcement Learning Really Improve in LLM Agents?
Paper • 2611.06483 • Published • 30
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What Does Multi-Turn Reinforcement Learning Really Improve in LLM Agents? upvoted a paper about 2 months ago
SAEScientist-Bench: Can AI Agents Conduct Autonomous SAE Interpretability Research?Organizations
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SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs
Paper • 2608.03573 • Published • 56
Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning
Paper • 2608.03571 • Published • 42
The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation
Paper • 2607.24720 • Published • 26
upvoted a paper 4 months ago