GitHub

Unity ML-Agents Toolkit

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents. We provide implementations ...
GitHub

Unity ML-Agents Toolkit

Change: We will modify the reward for touching the ball and the existential reward/penalty to increase as the game progresses. This makes the agent more aggressive and strategic later in the episode.
IEEE

UNITY: Semi-supervised Meta-learning Load Monitoring for Resource-restricted Smart Grids

Abstract: Smart grids rely on massive data from networked smart meters to enable fine-grained energy analytics and improve sustainability. As a representative, Non-Intrusive Load Monitoring (NILM) can ...
IEEE

Quantum Machine Learning: Recent Advances, Challenges, and Perspectives

Abstract: This study presents a comprehensive survey on Quantum Machine Learning (QML) along with its current status, challenges, and perspectives. QML combines quantum computing and machine learning ...