Zhaowen Zheng

DRP: A Decomposition-Reflection-Prediction Framework for Long-Horizon Robot Task Planning using Large Language Models

Large language models have demonstrated powerful reasoning capabilities, and their integration with robotics has revolutionized human-computer interaction and automated task planning. However, LLMs are unaware of environmental knowledge and possible state changes in the environment during planning,