Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces

Motoya Ohnishi, Masahiro Yukawa, Mikael Johansson +1

Motivated by the success of reinforcement learning (RL) for discrete-time tasks such as AlphaGo and Atari games, there has been a recent surge of interest in using RL for continuou…