| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |
|---|---|---|---|---|---|---|
| 3 | Sullivan R.S., Longo L. | Optimizing Deep Q-Learning Experience Replay with SHAP Explanations: Exploring Minimum Experience Replay Buffer Sizes in Reinforcement Learning | Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium, co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023) | 2023 |
| Deep Reinforcement Learning • Experience Replay • SHapley Additive exPlanations • eXplainable Artificial Intelligence • Machine Learning |
| 2 | O’ Sullivan R., Longo L | Explaining Deep Q-Learning Experience Replay with SHapley Additive exPlanations | Machine Learning and Knowledge Extraction | 2023 |
@Article{SullivanLongo2023, AUTHOR = {Sullivan, Robert S. and Longo, Luca}, TITLE = {Explaining Deep Q-Learning Experience Replay with SHapley Additive exPlanations}, JOURNAL = {Machine Learning and Knowledge Extraction}, VOLUME = {5}, YEAR = {2023}, NUMBER = {4}, PAGES = {1433--1455}, URL = {https://www.mdpi.com/2504-4990/5/4/72}, ISSN = {2504-4990}, DOI = {10.3390/make5040072} } [Close]
| Deep Reinforcement Learning • Experience Replay • SHapley Additive exPlanations • eXplainable Artificial Intelligence • Artificial Intelligence |
| 1 | Marochko V., Leonard J., Mazzara M., Longo L. | Pseudorehearsal in actor-critic agents with neural network function approximation | IEEE 32nd International Conference on Advanced Information Networking and Applications | 2018 |
@inproceedings{marochko2018pseudorehearsal, title={Pseudorehearsal in actor-critic agents with neural network function approximation}, author={Marochko, Vladimir and Johard, Leonard and Mazzara, Manuel and Longo, Luca}, booktitle={2018 IEEE 32nd International Conference on Advanced Information Networking and Applications (AINA)}, pages={644--650}, year={2018}, organization={IEEE} } [Close]
| Reinforcement learning • Neural Networks • Catastrophic Forgetting • Pseudorehearsal • Artificial Intelligence |
| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |