MixLight: Mixed-Agent Cooperative Reinforcement Learning for Traffic Light Control.
Ming YangYiming WangYang YuMingliang ZhouLeong Hou UPublished in: IEEE Trans. Ind. Informatics (2024)
Keyphrases
- cooperative
- multi agent
- reinforcement learning
- multi agent systems
- cooperating agents
- multiagent reinforcement learning
- multi agent environments
- interacting agents
- multi agent reinforcement learning
- action selection
- multiagent systems
- learning agent
- autonomous agents
- cooperative agents
- learning capabilities
- intelligent agents
- single agent
- learning agents
- agent receives
- partially observable
- software agents
- reward function
- joint action
- autonomous learning
- reward shaping
- dynamic environments
- agent model
- state action
- function approximation
- decision making
- agent architecture
- state space
- reinforcement learning algorithms
- multiple agents
- state abstraction
- markov decision processes
- markov decision process
- traffic light
- exploration strategy
- dynamic programming
- reinforcement learning agents