[feature] add MCTS agent
https://arxiv.org/pdf/2310.13227
https://multion-research.s3.us-east-2.amazonaws.com/AgentQ.pdf
https://www.multion.ai/blog/introducing-agent-q-research-breakthrough-for-the-next-generation-of-ai-agents-with-planning-and-self-healing-capabilities
Enter Agent Q, a major milestone for Agents combining search, self-critique, and reinforcement learning to create state-of-the-art autonomous web agents that can plan and self-heal.
Has anyone implemented MCTS or https://arxiv.org/abs/2406.07394 for planning in real products beyond papers? would love some suggestions on this, since I am considering this route.
https://github.com/SidU/MathBlackBox