An Autonomous Non-monolithic Agent with Multi-mode Exploration based on Options Framework

JaeYoon Kim, Junyu Xuan, Christy Liang +1

Most exploration research on reinforcement learning (RL) has paid attention to `the way of exploration', which is `how to explore'. The other exploration research, `when to explore…