Hany Hamed

Rethinking the Suitability of Reinforcement Learning Algorithms Under Practical Transfer Constraints

Hany Hamed, Abhishek Naik, Colin Bellinger, A. Rupam Mahmood

Transfer-oriented reinforcement learning requires evaluating algorithms along dimensions that go beyond standard sample efficiency. We focus on two dimensions: practical efficiency, which asks whether conclusions about algorithm suitability change under wall-clock rather than int…Read more