Chenshu Liu

Hyper: Hyperparameter Robust Efficient Exploration in Reinforcement Learning

The exploration \& exploitation dilemma poses significant challenges in reinforcement learning (RL). Recently, curiosity-based exploration methods achieved great success in tackling hard-exploration problems. However, they necessitate extensive hyperparameter tuning on different environments, which…