[논문리뷰] MARS: Modular Agent with Reflective Search for Automated AI ResearcharXiv에 게시된 'MARS: Modular Agent with Reflective Search for Automated AI Research' 논문에 대한 자세한 리뷰입니다.#Review#Autonomous AI#Agent Framework#Machine Learning Engineering#Monte Carlo Tree Search#Reflective Learning#Modular Programming#Code Generation#Resource Management2026년 2월 3일댓글 수 로딩 중
[논문리뷰] Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy OptimizationarXiv에 게시된 'Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization' 논문에 대한 자세한 리뷰입니다.#Review#LLM Agents#Automated Agent Generation#Reinforcement Learning#Hybrid Policy Optimization#Tool Synthesis#In-context Learning#Agent Framework#Scalability2026년 1월 4일댓글 수 로딩 중
[논문리뷰] The Consistency Critic: Correcting Inconsistencies in Generated Images via Reference-Guided Attentive AlignmentarXiv에 게시된 'The Consistency Critic: Correcting Inconsistencies in Generated Images via Reference-Guided Attentive Alignment' 논문에 대한 자세한 리뷰입니다.#Review#Image Generation#Image Editing#Diffusion Models#Consistency Correction#Attention Mechanism#Reference-Guided#Agent Framework#Data Curation2025년 12월 1일댓글 수 로딩 중
[논문리뷰] Draft and Refine with Visual ExpertsarXiv에 게시된 'Draft and Refine with Visual Experts' 논문에 대한 자세한 리뷰입니다.#Review#Large Vision-Language Models (LVLMs)#Visual Grounding#Hallucination Mitigation#Agent Framework#Visual Question Answering (VQA)#Expert Coordination#Relevance Map#Multi-modal Reasoning2025년 11월 20일댓글 수 로딩 중
[논문리뷰] Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement LearningYucong Luo이 arXiv에 게시한 'Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning' 논문에 대한 자세한 리뷰입니다.#Review#LLM Agents#Reinforcement Learning#Markov Decision Process#Tool Use#Multi-turn Interaction#Policy Optimization#Reward Shaping#Agent Framework2025년 11월 18일댓글 수 로딩 중
[논문리뷰] AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement LearningHonglin Guo이 arXiv에 게시한 'AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning' 논문에 대한 자세한 리뷰입니다.#Review#LLM Agents#Reinforcement Learning#Multi-Turn Interaction#Long-Horizon Decision Making#Agent Framework#Exploration-Exploitation#Progressive Scaling2025년 9월 11일댓글 수 로딩 중
[논문리뷰] UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement LearningHaoyang Zou이 arXiv에 게시한 'UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning' 논문에 대한 자세한 리뷰입니다.#Review#GUI Agent#Multi-Turn RL#Reinforcement Learning#Data Flywheel#Agent Framework#Hybrid Environments#Parameter Interpolation2025년 9월 3일댓글 수 로딩 중