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Published in Journal of Artificial Intelligence Research , 2021
This paper presents a method of verifying the behavior of an RNN-based policy
Recommended citation: Carr, Steven et al. (2021). " Task-aware Verifiable RNN-based Policies for Partially Observable Markov Decision Processes." Journal of Artificial Intelligence Research . 72 (2021): 819-847. http://stevencarrau.com/files/task_aware_verification.pdf
Published in arXiv, 2022
This paper is about utilizing formal models to ensure an RL agent will satisfy a temporal logic specification during and after learning
Recommended citation: Carr, Steven et al. (2022). " Safe Reinforcement Learning via Shielding under Partial Observability." arXiv . arXiv:2204.00755. http://stevencarrau.com/files/safe_learning.pdf
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Undergraduate course, University 1, Department, 2014
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Workshop, University 1, Department, 2015
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