Publications

Metrics for Assessing Generalization of Deep Reinforcement Learning in Parameterized Environments

Published in Journal of Artificial Intelligence and Soft Computing Research, 2023

Research regarding generalization metrics for Deep RL
GitHub repo: https://github.com/macmacal/drl_generalization_metrics

Recommended citation: Aleksandrowicz, Maciej and Jaworek-Korjakowska, Joanna. "Metrics for Assessing Generalization of Deep Reinforcement Learning in Parameterized Environments" Journal of Artificial Intelligence and Soft Computing Research, vol.14, no.1, 2023, pp.45-61. https://doi.org/10.2478/jaiscr-2024-0003 https://sciendo.com/article/10.2478/jaiscr-2024-0003