Risk-seeking conservative policy iteration with agent-state based policies for Dec-POMDPs with guaranteed convergence

Amit Sinha, Matthieu Geist, Aditya Mahajan

Optimally solving decentralized decision-making problems modeled as Dec-POMDPs is known to be NEXP-complete. These optimal solutions are policies based on the entire history of obs…