Jianhong Wang

SQDDPG. This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled by ''Shapley Q-value: A Local Reward Approach to Solve Global Reward Games''.

shapley-q-learning. This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.

Snore-Sound-Classification-by-Deep-Learning. This is the implementation for the paper: A CNN-GRU approach to capture time-frequency pattern interdependence for snore sound classification.

Thermostat-assisted-continuously-tempered-Hamiltonian-Monte-Carlo-for-Bayesian-learning. Thermostat-assisted continuously-tempered Hamiltonian Monte Carlo for Bayesian learning

Mean-field-Fictitious-Play-in-Potential-Games. Mean-field Fictitious Play in Potential Games

CIAO. This repository includes the implementation of the ICML 2024 paper titled "Open Ad Hoc Teamwork with Cooperative Game Theory."

Matlab-Implement-HMM. This project implements HMM trained by EM and decoded by Viterbi.

shapley-machine-naht. This is the code release for the paper, "Shapley Machine: A Game-Theoretic Framework for N-Agent Ad Hoc Teamwork".