Schmidt, Carolin
- Learning to Control Autonomous Fleets from Observation via Offline Reinforcement Learning
2023/02/28 by Schmidt, Carolin, Gammelli, Daniele, Pereira, Francisco Camara +1 · 3 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Robo-taxi Fleet Coordination at Scale via Reinforcement Learning
2025/04/08 by Tresca, Luigi, Schmidt, Carolin, Harrison, James +4 · 5 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Offline Hierarchical Reinforcement Learning via Inverse Optimization
2024/10/10 by Schmidt, Carolin, Gammelli, Daniele, Harrison, James +2 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering