Spectral Bellman Method: Unifying Representation and Exploration in RL

Ofir Nabati, Bo Dai, Shie Mannor +1

Representation learning is critical to the empirical and theoretical success of reinforcement learning. However, many existing methods are induced from model-learning aspects, misa…