ReCCoVER: Detecting Causal Confusion for Explainable Reinforcement Learning

Author:

Gajcin JasminaORCID,Dusparic IvanaORCID

Publisher

Springer International Publishing

Reference24 articles.

1. Amir, D., Amir, O.: Highlights: summarizing agent behavior to people. In: Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, pp. 1168–1176 (2018)

2. Brockman, G., et al.: OpenAI Gym. arXiv preprint arXiv:1606.01540 (2016)

3. Burkart, N., Huber, M.F.: A survey on the explainability of supervised machine learning. J. Artif. Intell. Res. 70, 245–317 (2021)

4. Carvalho, D.V., Pereira, E.M., Cardoso, J.S.: Machine learning interpretability: a survey on methods and metrics. Electronics 8(8), 832 (2019)

5. Chevalier-Boisvert, M., Willems, L., Pal, S.: Minimalistic gridworld environment for OpenAI Gym (2018). https://github.com/maximecb/gym-minigrid

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3. Explaining Online Reinforcement Learning Decisions of Self-Adaptive Systems;2022 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS);2022-09

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