Safe and time-efficient exploration in Reinforcement Learning-based control of a vehicle thermal systems

2025/11/01 by Prasoon Garg, Emilia Silvas, Frank Willems

paper · doi:10.1016/j.conengprac.2025.106458

Citations

• Leveraging Offline Data in Online Reinforcement Learning
• Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learning
• Reinforcement learning based recommender systems: A survey
• Deep Bayesian Bandits: Exploring in Online Personalized Recommendations
• Verifiably Safe Exploration for End-to-End Reinforcement Learning
• Safe Reinforcement Learning via Projection on a Safe Set: How to Achieve Optimality?
• Survey of Deep Reinforcement Learning for Motion Planning of Autonomous\n Vehicles
• Convergent Policy Optimization for Safe Reinforcement Learning
• Control Barrier Functions: Theory and Applications
• Safe Reinforcement Learning via Shielding
• Safe Model-based Reinforcement Learning with Stability Guarantees
• Conservative Bandits