Solving Collaborative Dec-POMDPs with Deep Reinforcement Learning Heuristics

Nitsan Soffair

WQMIX, QMIX, QTRAN, and VDN are SOTA algorithms for Dec-POMDP. All of them cannot solve complex agents' cooperation domains. We give an algorithm to solve such problems. In the fir…