Safety-aware Policy Optimisation for Autonomous Racing

arXiv preprint arXiv:2110.07699
Bingqing Chen
Bingqing Chen
Machine Learning Research Scientist

My primary research interest is in making reinforcement learning agents safe and sample-efficient to be viable for real-world applications. I work on autonomous energy systems to 1) improve energy efficiency, and 2) facilitate renewable energy integration.