Generalized Models of Sequential Decision-Making under Uncertainty

Deep Reinforcement Learning for Active Wake Control

Generalized Optimistic Q-Learning with Provable Efficiency

Interval Q-Learning: Balancing Deep and Wide Exploration

Discovery of Optimal Solution Horizons in Non-Stationary Markov Decision Processes with Unbounded Rewards