A Theoretical Understanding of Gradient Bias in Meta-Reinforcement Learning

Xidong Feng, Bo Liu, Jie Ren +5

Gradient-based Meta-RL (GMRL) refers to methods that maintain two-level optimisation procedures wherein the outer-loop meta-learner guides the inner-loop gradient-based reinforceme…