Efficient Exploration through Bayesian Deep Q-Networks

Kamyar Azizzadenesheli, Animashree Anandkumar

We study reinforcement learning (RL) in high dimensional episodic Markov decision processes (MDP). We consider value-based RL when the optimal Q-value is a linear function of d-dim…