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math.OC2020
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…
math.OC2020★ 3 cited
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…