| Pixelvae: A latent variable model for natural images I Gulrajani, K Kumar, F Ahmed, A Ali Taiga, F Visin, D Vazquez, ... arXiv preprint arXiv:1611.05013, 2016 | 409 | 2016 |
| Sim-to-Real Transfer with Neural-Augmented Robot Simulation F Golemo, A Ali Taiga, PY Oudeyer, A Courville Conference on Robot Learning, 817-828, 2018 | 113 | 2018 |
| A Geometric Perspective on Optimal Representations for Reinforcement Learning MG Bellemare, W Dabney, R Dadashi, A Ali Taiga, PS Castro, NL Roux, ... arXiv preprint arXiv:1901.11530, 2019 | 107 | 2019 |
| On Bonus Based Exploration Methods In The Arcade Learning Environment A Ali Taiga, W Fedus, MC Machado, A Courville, MG Bellemare International Conference on Learning Representations, 2020 | 81* | 2020 |
| The Value Function Polytope in Reinforcement Learning R Dadashi, A Ali Taïga, NL Roux, D Schuurmans, MG Bellemare arXiv preprint arXiv:1901.11524, 2019 | 45 | 2019 |
| Benchmarking Bonus-Based Exploration Methods on the Arcade Learning Environment A Ali Taïga, W Fedus, MC Machado, A Courville, MG Bellemare arXiv preprint arXiv:1908.02388, 2019 | 32 | 2019 |
| Investigating Multi-task Pretraining and Generalization in Reinforcement Learning A Ali Taiga, R Agarwal, J Farebrother, A Courville, MG Bellemare Deep Reinforcement Learning Workshop NeurIPS 2022, 0 | 30* | |
| Stop regressing: Training value functions via classification for scalable deep rl J Farebrother, J Orbay, Q Vuong, AA Taïga, Y Chebotar, T Xiao, A Irpan, ... arXiv preprint arXiv:2403.03950, 2024 | 28 | 2024 |
| Approximate Exploration through State Abstraction A Ali Taïga, A Courville, MG Bellemare arXiv preprint arXiv:1808.09819, 2018 | 16 | 2018 |
| Zooming for efficient model-free reinforcement learning in metric spaces A Touati, A Ali Taiga, MG Bellemare arXiv preprint arXiv:2003.04069, 2020 | 12 | 2020 |
| Pixelvae: A latent variable model for natural images. arXiv 2016 I Gulrajani, K Kumar, F Ahmed, AA Taiga, F Visin, D Vazquez, A Courville arXiv preprint arXiv:1611.05013, 0 | 7 | |
| PixelVAE: A latent variable model for natural images. 2016 I Gulrajani, K Kumar, F Ahmed, AA Taiga, F Visin, D Vazquez, A Courville arXiv preprint arXiv:1611.05013, 0 | 6 | |
| Introducing Coordination in Concurrent Reinforcement Learning AA Taiga, A Courville, MG Bellemare ICLR 2022 Workshop on Gamification and Multiagent Solutions, 2022 | 1 | 2022 |
Aaron CourvilleProfessor, DIRO, Université de Montréal, Mila, Cifar CAI chairVerified email at umontreal.ca