Popular GitHub Repositories for Iql

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

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"

Clean single-file implementation of offline RL algorithms in JAX

D2C(Data-driven Control Library) is a library for data-driven control based on reinforcement learning.

Source code for the MARL-enabled real-time control of urban drainage system

Non-modular implementation of common RL algorithms

Scalable Multi-Agent Reinforcement Learning with IQL and QMIX — from-scratch implementation in a custom grid environment. Compare independent vs centralized learning as agents scale from 2 to 10.

Implementation of IQL Algorithm. Based on IQL by Konar et al. (2012).