41 citations · 160 across the 25 of their papers we have counts for
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cs.AI2022★ 1 cited
Rollout Algorithms and Approximate Dynamic Programming for Bayesian Optimization and Sequential Estimation
Dimitri Bertsekas
We provide a unifying approximate dynamic programming framework that applies to a broad variety of problems involving sequential estimation. We consider first the construction of s…
cs.AI2022★ 7 cited
Reinforcement Learning Methods for Wordle: A POMDP/Adaptive Control Approach
Siddhant Bhambri, Amrita Bhattacharjee, Dimitri Bertsekas
In this paper we address the solution of the popular Wordle puzzle, using new reinforcement learning methods, which apply more generally to adaptive control of dynamic systems and…
cs.AI2012★ 41 cited
Discretized Approximations for POMDP with Average Cost
Huizhen Yu, Dimitri Bertsekas
In this paper, we propose a new lower approximation scheme for POMDP with discounted and average cost criterion. The approximating functions are determined by their values at a fin…