Recomposing the Reinforcement Learning Building Blocks with Hypernetworks

Shai Keynan, Elad Sarafian, Sarit Kraus

The Reinforcement Learning (RL) building blocks, i.e. Q-functions and policy networks, usually take elements from the cartesian product of two domains as input. In particular, the…