Safe Reinforcement Learning via Shielding

Mohammed Alshiekh; Roderick Bloem; Rüdiger Ehlers; Bettina Könighofer; Scott Niekum; Ufuk Topcu

Safe Reinforcement Learning via Shielding

Mohammed Alshiekh
, Roderick Bloem
, Rüdiger Ehlers
, Bettina Könighofer
, Scott Niekum
, Ufuk Topcu

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Original language	English
Title of host publication	Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018
Pages	2669-2678
Number of pages	10
Publication status	Published - 2018
Event	32nd AAAI Conference on Artificial Intelligence: AAAI-18 - New Orleans, United States Duration: 2 Feb 2018 → 7 Feb 2018 https://aaai.org/Conferences/AAAI-18/

Conference

Conference	32nd AAAI Conference on Artificial Intelligence
Abbreviated title	AAAI-18
Country/Territory	United States
City	New Orleans
Period	2/02/18 → 7/02/18
Internet address	https://aaai.org/Conferences/AAAI-18/

Access to Document

https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/17211/16534

Cite this

Alshiekh, M., Bloem, R., Ehlers, R., Könighofer, B., Niekum, S., & Topcu, U. (2018). Safe Reinforcement Learning via Shielding. In Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018 (pp. 2669-2678) https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/17211/16534

Safe Reinforcement Learning via Shielding. / Alshiekh, Mohammed; Bloem, Roderick; Ehlers, Rüdiger et al.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018. 2018. p. 2669-2678.

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Alshiekh, M, Bloem, R, Ehlers, R, Könighofer, B, Niekum, S & Topcu, U 2018, Safe Reinforcement Learning via Shielding. in Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018. pp. 2669-2678, 32nd AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, United States, 2/02/18. <https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/17211/16534>

Alshiekh M, Bloem R, Ehlers R, Könighofer B, Niekum S, Topcu U. Safe Reinforcement Learning via Shielding. In Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018. 2018. p. 2669-2678

Alshiekh, Mohammed ; Bloem, Roderick ; Ehlers, Rüdiger et al. / Safe Reinforcement Learning via Shielding. Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018. 2018. pp. 2669-2678

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title = "Safe Reinforcement Learning via Shielding",

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year = "2018",

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pages = "2669--2678",

booktitle = "Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018",

note = "32nd AAAI Conference on Artificial Intelligence : AAAI-18, AAAI-18 ; Conference date: 02-02-2018 Through 07-02-2018",

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AU - Niekum, Scott

AU - Topcu, Ufuk

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