Abstract: In cooperative multi-agent reinforcement learning tasks, partial observability and non-stationarity from agents updating their parameters are significant challenges. A common solution is ...
Sequential Decision MARL for Adaptive Traffic Signal Control With Different Intersections Priorities
Abstract: Existing multi-agent reinforcement learning (MARL) in adaptive traffic signal control (ATSC) typically models cooperative control of multiple intersections as a cooperative Markov game, ...
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