Efficient Replay Memory Architectures in Multi-Agent Reinforcement Learning for Traffic Congestion Control

Mukul Chodhary, Kevin Octavian, SooJean Han

Episodic control, inspired by the role of episodic memory in the human brain, has been shown to improve the sample inefficiency of model-free reinforcement learning by reusing high…