Ran Tian
North China University of Science and Technology(CN)TED University(TR)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Autonomous Vehicle Technology and Safety, Traffic control and management, Traffic and Road Safety, Robotic Path Planning Algorithms
Most-Cited Works
- → Game-Theoretic Modeling of Traffic in Unsignalized Intersection Network for Autonomous Vehicle Control Verification and Validation(2020)112 cited
- → Adaptive Game-Theoretic Decision Making for Autonomous Vehicle Control at Roundabouts(2018)95 cited
- → Local Additivity Based Data Augmentation for Semi-supervised NER(2020)45 cited
- → Reference Governor Strategies for Vehicle Rollover Avoidance(2017)41 cited
- → Safety Assurances for Human-Robot Interaction via Confidence-aware Game-theoretic Human Models(2022)35 cited
- → Anytime Game-Theoretic Planning with Active Reasoning About Humans’ Latent States for Human-Centered Robots(2021)25 cited
- → Learning Human Rewards by Inferring Their Latent Intelligence Levels in Multi-Agent Games: A Theory-of-Mind Approach with Application to Driving Data(2021)15 cited
- → Towards Modeling and Influencing the Dynamics of Human Learning(2023)14 cited
- → Bounded Risk-Sensitive Markov Games: Forward Policy Design and Inverse Reward Learning with Iterative Reasoning and Cumulative Prospect Theory(2021)12 cited