Research Associate in Safe Reinforcement Learning
- Hiring Organisation
- Imperial College London
- Location
- London, United Kingdom
- Salary
- £ 55 K
primarily provide finite-horizon, statistical, or asymptotic guaranties, and fail to ensure strict safety compliance at runtime. This creates a fundamental gap between scalable learning and certifiable safety. To address this gap, this project aims at developing Certified Reinforcement Learning, a neuro-symbolic framework for learning safe … systems. You will develop novel algorithms that leverage proof certificates. In doing so, you will collaborate with a team of expert researchers in reinforcement learning, formal methods, strategy synthesis, multi-agent systems, and related fields. We strive in publishing in top-tier conferences and journals. What we are looking ...