Onur Çelik
- DIME:Diffusion-Based Maximum Entropy Reinforcement Learning
2025/02/04 by Onur Çelik, Zechu Li, Celik, Onur +12 · 13 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Reinforcement Learning in Robotics #Smart Grid Energy Management
- Acquiring Diverse Skills using Curriculum Reinforcement Learning with Mixture of Experts
2024/03/11 by Onur Çelik, Celik, Onur, Aleksandar Taranović +3 · 5 citations
Computer Science · #Online Learning and Analytics
- Variational Distillation of Diffusion Policies into Mixture of Experts
2024/06/18 by Hongyi Zhou, Denis Blessing, Zhou, Hongyi +11 · 3 citations
Physics and Astronomy · Computer Science · Decision Sciences · #Opinion Dynamics and Social Influence #Expert finding and Q&A systems #Multi-Criteria Decision Making
- Chunking the Critic: A Transformer-based Soft Actor-Critic with N-Step Returns
2025/03/05 by Dong Tian, Onur Çelik, Tian, Dong +3 · 7 citations
Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MP3: Movement Primitive-Based (Re-)Planning Policy
2023/06/22 by Fabian Otto, Hongyi Zhou, Otto, Fabian +9 · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotic Locomotion and Control #Robotics (cs.RO)