Daiying Tian

Self-Attention based Temporal Intrinsic Reward for Reinforcement Learning

2021 · 2021 China Automation Congress (CAC)

This paper proposes a self-attention based temporal intrinsic reward model for reinforcement learning (RL), to synthesize the control policy for the agent constrained by the sparse reward in partially observable environments. This approach can solve …