Workflow of M2SAC for multi-agent adaptive traffic signal control (IMAGE)
Caption
To enhance flexibility in timing plans, the periodic cycle is designed to include a maximum of four phases, allowing for a variety of phase combinations and durations to be explored. Specifically, the system is designed to dynamically adjust the phase sequence by optionally masking the last phase, deferring it to the next periodic cycle based on the input state. Each agent produces two actions: action 1 and action 2.
Credit
Communications in Transportation Research
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