Periodic Reporting for period 1 - SCALER (Provably Efficient Algorithms for Large-Scale Reinforcement Learning)

The project aims to address the lack of theoretical guarantees in a key area of artificial intelligence research called reinforcement learning. Until the beginning of the project, the majority of progress in this area has been empirical, without any theoretical guarantees...