Jianhong Wang
@hsvgbkhgbvI am a Senior Research Associate focusing on Multi-Agent Reinforcement Learning and Ad Hoc Teamwork.
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I-shapedSpecialist — deep expertise in Python
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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''.
This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-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
Mean-field Fictitious Play in Potential Games
This repository includes the implementation of the ICML 2024 paper titled "Open Ad Hoc Teamwork with Cooperative Game Theory."
PyPSA: Python for Power System Analysis
This is the code release for the paper, "Shapley Machine: A Game-Theoretic Framework for N-Agent Ad Hoc Teamwork".
Code repository for "N-agent Ad Hoc Teamwork" paper (Wang et al., Neurips 2024).
A power network simulator with a Reinforcement Learning-focused usage.
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