DSMC Evaluation Stages: Fostering Robust and Safe Behavior in Deep Reinforcement Learning

Author:

Gros Timo P.,Höller Daniel,Hoffmann Jörg,Klauck Michaela,Meerkamp Hendrik,Wolf Verena

Publisher

Springer International Publishing

Reference47 articles.

1. Agostinelli, F., McAleer, S., Shmakov, A., Baldi, P.: Solving the Rubik’s cube with deep reinforcement learning and search. Nat. Mach. Intell. 1, 356–363 (2019)

2. Alshiekh, M., Bloem, R., Ehlers, R., Könighofer, B., Niekum, S., Topcu, U.: Safe reinforcement learning via shielding. In: Thirty-Second AAAI Conference on Artificial Intelligence (2018)

3. Amit, R., Meir, R., Ciosek, K.: Discount factor as a regularizer in reinforcement learning. In: International Conference on Machine Learning, pp. 269–278. PMLR (2020)

4. Lecture Notes in Computer Science;G Avni,2019

5. Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence);C Baier,2021

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