41 citations · 160 across the 25 of their papers we have counts for
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math.OC2021★ 5 cited
Lessons from AlphaZero for Optimal, Model Predictive, and Adaptive Control
Dimitri Bertsekas
In this paper we aim to provide analysis and insights (often based on visualization), which explain the beneficial effects of on-line decision making on top of off-line training. I…
math.OC2021
On-Line Policy Iteration for Infinite Horizon Dynamic Programming
Dimitri Bertsekas
In this paper we propose an on-line policy iteration (PI) algorithm for finite-state infinite horizon discounted dynamic programming, whereby the policy improvement operation is do…