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Barde, P., Roy, J., Jeon, W., Pineau, J., Nowrouzezahrai, D., & Pal, C. J. (2020, December). Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization [Paper]. 34th Conference on Neural Information Processing Systems (NeurIPS 2020) (11 pages). External link
Boucher, P., Atrash, A., Kelouwani, S., Honoré, W., Nguyen, H., Villemure, J., Routhier, F., Cohen, P., Demers, L., Forget, R., & Pineau, J. (2013). Design and validation of an intelligent wheelchair towards a clinically-functional outcome. Journal of NeuroEngineering and Rehabilitation, 10(1). Available
Ghorbel, M., Pineau, J., Gourdeau, R., Javdani, S., & Srinivasa, S. (2018). A decision-theoretic approach for the collaborative control of a smart wheelchair. International Journal of Social Robotics, 10(1), 131-145. External link
Henderson, P., Sinha, K., Angelard-Gontier, N., Ke, N. R., Fried, G., Lowe, R., & Pineau, J. (2018, February). Ethical Challenges in Data-Driven Dialogue Systems [Paper]. 1st AAAI/ACM Conference on AI, Ethics, and Society (AIES 2018), New Orleans, LA. External link
Ke, N. R., Zoma, K., Sordoni, A., Lin, Z., Trischler, A., Bengio, Y., Pineau, J., Charlin, L., & Pal, C. J. (2018, July). Focused hierarchical RNNs for conditional sequence processing [Paper]. 35th International Conference on Machine Learning (ICML 2018), Stockholm, Sweden. External link
Kairy, D., Rushton, P., Archambault, P., Pituch, E., Torkia, C., El Fathi, A., Stone, P., Routhier, F., Forget, R., Demers, L., Pineau, J., & Gourdeau, R. (2014). Exploring Powered Wheelchair Users and Their Caregivers' Perspectives on Potential Intelligent Power Wheelchair Use: A Qualitative Study. International Journal of Environmental Research and Public Health, 11(2), 2244-2261. Available
Kairy, D., Archambault, P., Rushton, P. W., Pituch, E., El Fathi, A., Torkia, C., Stone, P., Routhier, F., Forget, R., Demers, L., Pineau, J., & Gourdeau, R. (2013, June). Users' Perspectives Of Intelligent Power Wheelchair Use For Social Participation [Paper]. Annual RESNA conference, Bellevue, WA, USA. External link
Parthasarathi, P., Abdelsalam, M., Anbil Parthipan, S. C., & Pineau, J. (2021, July). A brief study on the effects of training generative dialogue models with a semantic loss [Paper]. 22nd Annual Meeting of the Special-Interest-Group-on-Discourse-and-Dialogue (SIGDIAL 2021), Singapore, Singapore. External link
Romoff, J., Henderson, P., Kanaa, D., Bengio, E., Touati, A., Bacon, P.-L., & Pineau, J. (2021, May). TDprop : does adaptive optimization with Jacobi preconditioning help temporal difference learning? [Paper]. 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021) (9 pages). External link
Rushton, P. W., Kairy, D., Archambault, P., Pituch, E., Torkia, C., Fathi, A. E., Stone, P., Routhier, F., Forget, R., Pineau, J., Gourdeau, R., & Demers, L. (2014). The potential impact of intelligent power wheelchair use on social participation: perspectives of users, caregivers and clinicians. Disability and Rehabilitation: Assistive Technology, 10(3), 191-197. External link
Serban, I. V., Sankar, C., Pieper, M., Pineau, J., & Bengio, Y. (2020). The Bottleneck Simulator: A Model-Based Deep Reinforcement Learning Approach. Journal of Artificial Intelligence Research, 69, 571-612. External link
