10 citations · 22 across the 7 of their papers we have counts for
4 papers · 1 filter
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…
Multiagent Value Iteration Algorithms in Dynamic Programming and Reinforcement Learning
Dimitri Bertsekas
We consider infinite horizon dynamic programming problems, where the control at each stage consists of several distinct decisions, each one made by one of several agents. In an ear…
Constrained Multiagent Rollout and Multidimensional Assignment with the Auction Algorithm
Dimitri Bertsekas
We consider an extension of the rollout algorithm that applies to constrained deterministic dynamic programming, including challenging combinatorial optimization problems. The algo…
Stable Optimal Control and Semicontractive Dynamic Programming
Dimitri P. Bertsekas
We consider discrete-time infinite horizon deterministic optimal control problems with nonnegative cost per stage, and a destination that is cost-free and absorbing. The classical…