WDWLWY

mpnn

Open source implementation of "Neural Message Passing for Quantum Chemistry"

AI-Traffic-Light-Control

Deep-QLearning-Agent-for-Traffic-Signal-Control

A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.

ToM2C

The offcial implementation of "ToM2C: Target-oriented Multi-agent Communication and Cooperation with Theory of Mind" (ICLR 2022) .

deeprl_signal_control

multi-agent deep reinforcement learning for large-scale traffic signal control.

deeprl_network

multi-agent deep reinforcement learning for networked system control.

SocialLight

MARL-Algorithms

Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

sumolights

SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights