Enhancing Device Control Agents Through Autonomous Reinforcement Learning

This chapter explores the use of autonomous reinforcement learning for enhancing device control agents in an Android emulator. It presents findings on performance improvements and the development of an autonomous evaluator, surpassing traditional methods like supervised fine-tuning.