Singh, A., Ittoo, A., Vandomme, E., & Ars, P. (2025). Uncertainty-Aware Reinforcement Learning Agents for Noisy Environments. In 2025 tenth International Conference on Information Technology Trends (ITT). IEEE. doi:10.1109/ITT69610.2025.11352934  Dataset: https://gymnasium.farama.org/ |
Singh, A., Ittoo, A., Ars, P., & Vandomme, E. (2025). Multi-channel multi-model customer conversion prediction in the insurance domain. In A. Taghipour, New Perspectives and Paradigms in Applied Economics and Business: Select Proceedings of the 9th International Conference on Applied Economics and Business, Paris, France, 2025. Switzerland: Springer Cham. |
Singh, A., Ittoo, A., Ars, P., & Vandomme, E. (20 May 2025). Beyond Yes or No: Making Reliable Decisions and improving personalized customer service (Poster) [Poster presentation]. Research day, Liege, Belgium. |
Singh, A., Ittoo, A., Pierre, A., & Vandomme, E. (29 January 2025). Conformal Prediction: Calibrated Decision-Making [Paper presentation]. Joint ORBEL - NGB conference on Operations Research, Maastricht, Netherlands. |
Singh, A., Ittoo, A., & Ars, P. (2024). Beyond Yes or No: Making Reliable Decisions and improving personalized customer service. doi:10.13140/RG.2.2.24670.75843https://orbi.uliege.be/handle/2268/328138 |
Singh, A. (16 May 2024). Heterogeneous Ensemble for Uncertainty Quantification (HEUQ) in churn management [Paper presentation]. Research in the Age of AI, Liege, Belgium. |
Singh, A., De Schepper, T., Mets, K., Hellinckx, P., Oramas, J., & Latré, S. (2022). Task Independent Capsule-Based Agents for Deep Q-Learning. In Artificial Intelligence and Machine Learning. Switzerland: Springer. doi:10.1007/978-3-030-93842-0_4 Dataset: https://gymnasium.farama.org/ |
Singh, A., de Schepper, T., Mets, K., Hellinckx, P., Oramas, J., & Latré, S. (2022). Deep Set Conditioned Latent Representations for Action Recognition. In VISIGRAPP 2022. Switzerland: Springer Nature Computer Science journal. doi:10.5220/0010838400003124 |