Rethinking the Suitability of Reinforcement Learning Algorithms Under Practical Transfer Constraints

Hany Hamed, Abhishek Naik, Colin Bellinger +1

Transfer-oriented reinforcement learning requires evaluating algorithms along dimensions that go beyond standard sample efficiency. We focus on two dimensions: practical efficiency…