[논문리뷰] Back to Basics: Revisiting Exploration in Reinforcement Learning for LLM Reasoning via Generative ProbabilitiesIvan Oseledets이 arXiv에 게시한 'Back to Basics: Revisiting Exploration in Reinforcement Learning for LLM Reasoning via Generative Probabilities' 논문에 대한 자세한 리뷰입니다.#Review#Reinforcement Learning#LLM Reasoning#Exploration-Exploitation#Group Relative Policy Optimization#Entropy Collapse#Generative Models#Confidence-Aware Rewards2026년 2월 8일댓글 수 로딩 중
[논문리뷰] Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes VariationKishan Panaganti이 arXiv에 게시한 'Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation' 논문에 대한 자세한 리뷰입니다.#Review#Label-free Reinforcement Learning#LLMs#Self-improvement#Entropy Collapse#Novelty Reward#Test-Time RL#GRPO#Evolutionary Computing Principles2025년 9월 19일댓글 수 로딩 중