Planning with a Learned Policy Basis to Optimally Solve Complex Tasks

Guillermo Infante, David Kuric, Anders Jonsson +2

Conventional reinforcement learning (RL) methods can successfully solve a wide range of sequential decision problems. However, learning policies that can generalize predictably acr…