Dynamic Subgoal-based Exploration via Bayesian Optimization

Yijia Wang, Matthias Poloczek, Daniel R. Jiang

Reinforcement learning in sparse-reward navigation environments with expensive and limited interactions is challenging and poses a need for effective exploration. Motivated by comp…