brief contents
Introduction to deep reinforcement learningMathematical foundations of reinforcement learningBalancing immediate and long-term goalsBalancing the gathering and utilization of informationEstimating the value of agents' behaviorsImproving agents’ behaviorsAchieving goals more effectively and efficientlyIntroduction to value-based deep reinforcement learningMore stable value-based methodsSample-efficient value-based method