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\n \n\n \n \n \n \n \n \n Epistemic Side Effects & Avoiding Them (Sometimes).\n \n \n \n \n\n\n \n Klassen, T. Q.; Alamdari, P. A.; and McIlraith, S. A.\n\n\n \n\n\n\n In 2022 NeurIPS ML Safety Workshop, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"Epistemicpaper\n  \n \n \n \"Epistemic code\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 70 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n \n \n \n \n \n \n\n\n\n
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@inproceedings{klassen-etal-mlsafety2022epistemic,\r\n    title={Epistemic Side Effects \\& Avoiding Them (Sometimes)},\r\n    author={Toryn Q. Klassen and Parand Alizadeh Alamdari and Sheila A. McIlraith},\r\n    booktitle={2022 NeurIPS ML Safety Workshop},\r\n    year={2022},\r\n    keywords = {AI safety, side effects, epistemic, reinforcement learning},\r\n    url = {https://openreview.net/pdf?id=7oDZ-6kIW1K},\r\n    url_code = {https://github.com/praal/epistemic_side_effects}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n \n An AI Safety Threat from Learned Planning Models.\n \n \n \n \n\n\n \n Klassen, T. Q.; McIlraith, S. A.; and Muise, C.\n\n\n \n\n\n\n In ICAPS'22 Workshop on Reliable Data-Driven Planning and Scheduling (RDDPS), 2022. \n \n\n\n\n
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@inproceedings{KlassenRDDPS2022safety,\r\n  author = {Toryn Q. Klassen and Sheila A. McIlraith and Christian Muise},\r\n  title = {An AI Safety Threat from Learned Planning Models},\r\n  booktitle = {ICAPS'22 Workshop on Reliable Data-Driven Planning and Scheduling\r\n  (RDDPS)},\r\n  year = {2022},\r\n  url ={http://icaps22.icaps-conference.org/workshops/RDDPS/papers/klassen_etal_rddps22.pdf},\r\n  keywords = {AI safety, side effects, planning}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Be Considerate: Avoiding Negative Side Effects in Reinforcement Learning.\n \n \n \n\n\n \n Alizadeh Alamdari, P.; Klassen, T. Q.; Toro Icarte, R.; and McIlraith, S. A.\n\n\n \n\n\n\n In Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022), pages 18-26, 2022. \n \n\n\n\n
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@inproceedings{alizadeh-etal-aamas22,\r\n    author    = {Parand {Alizadeh Alamdari} and Toryn Q. Klassen and Rodrigo {Toro Icarte} and Sheila A. McIlraith},\r\n    title     = {Be Considerate: Avoiding Negative Side Effects in Reinforcement Learning},\r\n    booktitle = {Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems ({AAMAS} 2022)},\r\n pages = {18-26},\r\n    year      = {2022},\r\n    keywords  = {AI safety, side effects, reinforcement learning}\r\n}\r\n\r\n
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\n \n\n \n \n \n \n \n Planning to Avoid Side Effects.\n \n \n \n\n\n \n Klassen, T. Q.; McIlraith, S. A.; Muise, C.; and Xu, J.\n\n\n \n\n\n\n In Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI 2022), pages 9830-9839, 2022. \n \n\n\n\n
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@inproceedings{klassen-etal-aaai22,\r\n    author    = {Toryn Q. Klassen and Sheila A. McIlraith and Christian Muise and Jarvis Xu},\r\n    title     = {Planning to Avoid Side Effects},\r\n    booktitle = {Proceedings of the 36th {AAAI} Conference on Artificial Intelligence ({AAAI} 2022)},\r\n    year = {2022},\r\n    pages = {9830-9839},\r\n    doi = {10.1609/aaai.v36i9.21219},\r\n    keywords = {AI safety, side effects, planning}\r\n}\r\n\r\n\r\n
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