A Method for Speeding Up Value Iteration in Partially Observable Markov Decision Processes

Preprint English OPEN
Zhang, Nevin Lianwen; Lee, Stephen S.; Zhang, Weihong;
  • Subject: Computer Science - Artificial Intelligence
    arxiv: Computer Science::Databases
    acm: ComputingMethodologies_ARTIFICIALINTELLIGENCE

We present a technique for speeding up the convergence of value iteration for partially observable Markov decisions processes (POMDPs). The underlying idea is similar to that behind modified policy iteration for fully observable Markov decision processes (MDPs). The tec... View more
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