Morgan Byrd

Reward as Observation: Learning Reward-Based Policies for Rapid Adaptation

This paper explores a reward-based policy to achieve zero-shot transfer between source and target environments with completely different observation spaces. While humans can demonstrate impressive adaptation capabilities, deep neural network policies often struggle to adapt to a new environment and require a considerab...