Erdem Bıyık
University of Southern California(US)Berkeley College(US)Southern California University for Professional Studies(US)California Southern University(US)Thomas University(US)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Robot Manipulation and Learning, Machine Learning and Algorithms, Traffic control and management, Transportation and Mobility Innovations
Most-Cited Works
- → Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback(2023)89 cited
- → Reinforcement Learning based Control of Imitative Policies for Near-Accident Driving(2020)61 cited
- → Asking Easy Questions: A User-Friendly Approach to Active Reward Learning(2019)54 cited
- → Active Preference-Based Gaussian Process Regression for Reward Learning(2020)54 cited
- → When Humans Aren't Optimal(2020)53 cited
- → Real-Time Detection, Tracking and Classification of Multiple Moving Objects in UAV Videos(2017)31 cited