Pengsen Liu

LLM-Assisted Semantically Diverse Teammate Generation for Efficient Multi-agent Coordination

Training with diverse teammates is the key for learning generalizable agents. Typical approaches aim to generate diverse teammates by utilizing techniques like randomization, designing regularization terms, or reducing policy compatibility, etc. However, such teammates lack semantic information, res…