First Order Model-Based RL through Decoupled Backpropagation

Joseph Amigo, Rooholla Khorrambakht, Elliot Chane-Sane +2

There is growing interest in reinforcement learning (RL) methods that leverage the simulator's derivatives to improve learning efficiency. While early gradient-based approaches hav…