Wen-Jing Fan

Adaptive Solving with Episodic Memory and Serial Multi-Agent Reasoning

Large language models (LLMs) have demonstrated strong capabilities on complex reasoning tasks. Existing studies mainly enhance the complex reasoning ability of LLMs through chain-of-thought reasoning, tool augmentation, experience knowledge reuse, and multi-agent collaboration. However, existing methods still suffer fr...