Online Model Selection for Reinforcement Learning with Function Approximation

Jonathan N. Lee, Aldo Pacchiano, Vidya Muthukumar +2

Deep reinforcement learning has achieved impressive successes yet often requires a very large amount of interaction data. This result is perhaps unsurprising, as using complicated…