Paper Discussion - LATS, AgentSquare, Multi-Agent Design, MAS-GPT and AVATAR
June 16, 2026
Papers Discussed
- Language Agent Tree Search Unifies Reasoning, Acting, and Planning in Language Models
- AgentSquare: Automatic LLM Agent Search in Modular Design Space
- Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
- MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems
- AVATAR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning