Hany Hamed

University of Alberta, Alberta Machine Intelligence Institute (Amii, National Research Council

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Jul 19, 2026

Jul 19, 2026·also Alberta Machine Intelligence Institute, CIFAR, National Research Council, University of Ottawa +1

Sample efficiency isn't everything—PPO outperforms SAC and TD-MPC2 in training speed, challenging conventional wisdom in RL algorithm selection.