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A Safe Preference Learning Approach for Personalization With Applications to Autonomous Vehicles.

, , , , and . IEEE Robotics Autom. Lett., 9 (5): 4226-4233 (May 2024)

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Differentiable Logic Layer for Rule Guided Trajectory Prediction., , , , , , and . CoRL, volume 155 of Proceedings of Machine Learning Research, page 2178-2194. PMLR, (2020)Counterexample-Guided Safety Contracts for Autonomous Driving., , , , , and . WAFR, volume 14 of Springer Proceedings in Advanced Robotics, page 939-955. Springer, (2018)Vehicle Trajectory Prediction Using Generative Adversarial Network With Temporal Logic Syntax Tree Features., , , , , , and . IEEE Robotics Autom. Lett., 6 (2): 3459-3466 (2021)Outlier-robust Inverse Reinforcement Learning and Reward-based Detection of Anomalous Driving Behaviors., , , , , and . ITSC, page 4175-4182. IEEE, (2022)Synthesis of nonlinear continuous controllers for verifiably correct high-level, reactive behaviors., and . Int. J. Robotics Res., 34 (3): 378-394 (2015)Implicit Multiagent Coordination at Uncontrolled Intersections via Topological Braids., , and . WAFR, volume 25 of Springer Proceedings in Advanced Robotics, page 368-384. Springer, (2022)HMIway-env: A Framework for Simulating Behaviors and Preferences to Support Human-AI Teaming in Driving., , , , , , and . CVPR Workshops, page 4341-4349. IEEE, (2022)A Preference Learning Approach to Develop Safe and Personalizable Autonomous Vehicles., , , , and . CoRR, (2023)Better AI through Logical Scaffolding., , , and . CoRR, (2019)Reactive mission and motion planning with deadlock resolution avoiding dynamic obstacles., , , , and . Auton. Robots, 42 (4): 801-824 (2018)