[논문리뷰] The Best of N Worlds: Aligning Reinforcement Learning with Best-of-N Sampling via max@k OptimisationarXiv에 게시된 'The Best of N Worlds: Aligning Reinforcement Learning with Best-of-N Sampling via max@k Optimisation' 논문에 대한 자세한 리뷰입니다.#Review#Reinforcement Learning#Large Language Models#Best-of-N Sampling#Max@k Optimization#Policy Gradients#Off-policy Learning#Code Generation2025년 10월 28일댓글 수 로딩 중
[논문리뷰] Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM AgentsXintao Wang이 arXiv에 게시한 'Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents' 논문에 대한 자세한 리뷰입니다.#Review#LLM Agents#Reinforcement Learning#Policy Gradients#Entropy Modulation#Credit Assignment#Uncertainty#Long-Horizon Tasks#Self-Calibrating Gradient Scaling2025년 9월 12일댓글 수 로딩 중