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researcher

D. Bertsekas

22 papers hereh-index 9678.3k citations422 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author17
  • last author5

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • math.OC9
  • cs.LG3
  • cs.AI2
  • cs.RO2
  • cs.DC1
  • cs.DS1

identity via Semantic Scholar / OpenAlex

activity
20162024
most citedBiased Aggregation, Rollout, and Enhanced Policy Improvement for Reinforcement Learning

10 citations · 37 across the 13 of their papers we have counts for

collaborators
Showing 2022 · cs.AIShow all

2 papers · 2 filters

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…

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