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Technical Topics in Safe AI
- Chen, Li, et al. 2024, “End-to-end autonomous driving: Challenges and frontiers.” IEEE Transactions on Pattern Analysis and Machine Intelligence.
- Brunke, Lukas, et al. 2022, “Safe learning in robotics: From learning-based control to safe reinforcement learning.” Annual Review of Control, Robotics, and Autonomous Systems 5.1: 411-444.
- Lu, Shuo, et al. 2025, “Out-of-distribution detection: A task-oriented survey of recent advances.” ACM Computing Surveys 58.2 : 1-39.
- Besold, Tarek R., et al. 2021 “Neural-symbolic learning and reasoning: A survey and interpretation 1.” Neuro-symbolic artificial intelligence: The state of the art. IOS press. 1-51.
- Ding, Jingtao, et al. “Understanding world or predicting future? a comprehensive survey of world models.” ACM Computing Surveys 58.3 (2025): 1-38.
- Guan, M. Y., et al. “Deliberative Alignment: Reasoning Enables Safer Language Models”, arXiv e-prints, Art. no. arXiv:2412.16339, 2024. doi:10.48550/arXiv.2412.16339.
