Imperative Action Masking for Safe Exploration in Reinforcement Learning

Author:

Dey Sumanta,Bhat Sharat,Dasgupta Pallab,Dey Soumyajit

Publisher

Springer Nature Switzerland

Reference19 articles.

1. Abbeel, P., Coates, A., Ng, A.: Autonomous helicopter aerobatics through apprenticeship learning. Int. J. Robot. Res. 29, 1608–1639 (2010)

2. Achiam, J., Held, D., Tamar, A., Abbeel, P.: Constrained policy optimization. In: International Conference on Machine Learning (2017)

3. Alshiekh, M., Bloem, R., Ehlers, R., Könighofer, B., Niekum, S., Topcu, U.: Safe reinforcement learning via shielding. In: AAAI Conference on Artificial Intelligence (2017)

4. Amodei, D., Olah, C., Steinhardt, J., Christiano, P.F., Schulman, J., Mané, D.: Concrete problems in AI safety. arXiv abs/1606.06565 (2016)

5. Berkeley, U.: UC Berkeley CS188 Intro to AI reinforcement learning. http://ai.berkeley.edu/reinforcement.html Accessed 14 Jun 2023

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