#Multi-Turn Interaction

5개의 포스트

[논문리뷰] Think While Watching: Online Streaming Segment-Level Memory for Multi-Turn Video Reasoning in Multimodal Large Language Models

Kang Liu이 arXiv에 게시한 'Think While Watching: Online Streaming Segment-Level Memory for Multi-Turn Video Reasoning in Multimodal Large Language Models' 논문에 대한 자세한 리뷰입니다.

#Review #Streaming Video Reasoning #Multi-Turn Interaction #Segment-Level Memory #Causal Mask #Positional Encoding #Dual KV Cache #Multimodal Large Language Models

2026년 3월 15일

[논문리뷰] CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents

Shijue Huang이 arXiv에 게시한 'CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents' 논문에 대한 자세한 리뷰입니다.

#Review #LLM Agents #Tool Use #Cost-Optimal Planning #Dynamic Environments #Benchmarking #Multi-Turn Interaction #Economic Reasoning

2025년 11월 9일

[논문리뷰] FunReason-MT Technical Report: Overcoming the Complexity Barrier in Multi-Turn Function Calling

arXiv에 게시된 'FunReason-MT Technical Report: Overcoming the Complexity Barrier in Multi-Turn Function Calling' 논문에 대한 자세한 리뷰입니다.

#Review #Function Calling #Multi-Turn Interaction #Large Language Models (LLMs)#Data Synthesis #Agentic AI #Tool Use #Chain-of-Thought (CoT)#Reinforcement Learning

2025년 10월 29일

[논문리뷰] AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning

Honglin 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 Scaling

2025년 9월 11일

[논문리뷰] Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning

Maksim Nekrashevich이 arXiv에 게시한 'Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning' 논문에 대한 자세한 리뷰입니다.

#Review #Reinforcement Learning #Large Language Models #Software Engineering #Multi-Turn Interaction #Long Context #DAPO #Autonomous Agents #SWE-BENCH

2025년 8월 7일