MASTER: A Multi-Agent System with LLM Specialized MCTS
Paper • 2501.14304 • Published
OMindAiLab
community
AI & ML interests
AI Information Retrieval (Retrieval Augmented Generation, Multimodal Retrieval, Search-Recommendation-Advertising), AI agents (Intention Recognition, Agent Framework), and Large AI models (Large Reasoning Models R1/O1)
mLeoKing
authored 7
papers 7 months ago
OThink-MR1: Stimulating multimodal generalized reasoning capabilities via dynamic reinforcement learning
Paper • 2503.16081 • Published • 28
OThink-R1: Intrinsic Fast/Slow Thinking Mode Switching for Over-Reasoning Mitigation
Paper • 2506.02397 • Published • 36
TaskCraft: Automated Generation of Agentic Tasks
Paper • 2506.10055 • Published • 32
Scaling Test-time Compute for LLM Agents
Paper • 2506.12928 • Published • 63
OAgents: An Empirical Study of Building Effective Agents
Paper • 2506.15741 • Published • 35
Efficient Agents: Building Effective Agents While Reducing Cost
Paper • 2508.02694 • Published • 86