Celiktutan, Oya

1. Learning Pessimism for Robust and Efficient Off-Policy Reinforcement Learning
   2021/10/07 by Edoardo Cetin, Oya Çeliktutan, Cetin, Edoardo +1 · 5 citations
   Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Adaptive Dynamic Programming Control
2. Domain-Robust Visual Imitation Learning with Mutual Information Constraints
   2021/03/08 by Edoardo Cetin, Cetin, Edoardo, Oya Çeliktutan +1 · 3 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robot Manipulation and Learning
3. IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay
   2021/04/21 by Jiang, Jian, Cetin, Edoardo, Celiktutan, Oya · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Policy Gradient With Serial Markov Chain Reasoning
   2022/10/13 by Edoardo Cetin, Oya Çeliktutan, Cetin, Edoardo +1 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
5. Stabilizing Off-Policy Deep Reinforcement Learning from Pixels
   2022/07/03 by Edoardo Cetin, Philip Ball, Cetin, Edoardo +5 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
6. Learning to Solve Tasks with Exploring Prior Behaviours
   2023/07/06 by Ruiqi Zhu, Zhu, Ruiqi, Siyuan Li +7 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
7. Efficient Continual Adaptation of Pretrained Robotic Policy with Online Meta-Learned Adapters
   2025/03/24 by Zhu, Ruiqi, Sun, Endong, Huang, Guanhe +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)