Mamal Amini

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Citations	93	85
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Sarath ChandarAssistant Professor @ Polytechnique Montreal. Mila. Canada CIFAR AI Chair.Verified email at polymtl.ca
Akilesh BadrinaaraayananML and Privacy at GoogleVerified email at andrew.cmu.edu
Vikas VermaAalto University/ MILA/ Google BrainVerified email at google.com
Mojtaba FaramarziUniversity of Montreal / MilaVerified email at mila.quebec
Janarthanan RajendranAssistant Professor, Faculty of Computer Science, Dalhousie UniversityVerified email at umich.edu
Amit SinhaMcGill UniversityVerified email at mail.mcgill.ca
Sai Krishna GottipatiAI RedefinedVerified email at ai-r.com
Matthew E. TaylorAssociate Professor, University of AlbertaVerified email at ualberta.ca
Yashaswi PathakUndergraduate Researcher, IIIT HyderabadVerified email at research.iiit.ac.in
Boris SattarovQubit PharmaceuticalsVerified email at qubit-pharmaceuticals.com
Rohan NuttallMaster's Student, University of AlbertaVerified email at ualberta.ca
Hadi NekoeiMontreal Institute of Learning Algorithms (Mila), University of MontrealVerified email at mila.quebec
Doina PrecupDeepMind and McGill UniversityVerified email at cs.mcgill.ca
Harsh BhasinManav Rachna UniversityVerified email at jamiahamdard.ac.in

Mamal Amini

Now @ GovernGPT.ai | ex Cerebras | ex Huawei | ex Mila | McGill alumn

Verified email at mail.mcgill.ca

Deep Learning Reinforcement Learning Computer Vision Graph Neural Networks


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Patchup: A feature-space block-level regularization technique for convolutional neural networks M Faramarzi, M Amini, A Badrinaaraayanan, V Verma, S Chandar Proceedings of the AAAI Conference on Artificial Intelligence 36 (1), 589-597, 2022	59	2022
The applicability of genetic algorithm to vertex cover H Bhasin, M Amini International Journal of Computer Applications 123 (17), 29-34, 2015	11	2015
Generalizable floorplanner through corner block list representation and hypergraph embedding M Amini, Z Zhang, S Penmetsa, Y Zhang, J Hao, W Liu Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022	8	2022
Towered actor critic for handling multiple action types in reinforcement learning for drug discovery SK Gottipati, Y Pathak, B Sattarov, R Nuttall, M Amini, ME Taylor, ... Proceedings of the AAAI Conference on Artificial Intelligence 35 (1), 142-150, 2021	7	2021
Dealing with non-stationarity in decentralized cooperative multi-agent deep reinforcement learning via multi-timescale learning H Nekoei, A Badrinaaraayanan, A Sinha, M Amini, J Rajendran, ... Conference on Lifelong Learning Agents, 376-398, 2023	6	2023
Staged independent learning: Towards decentralized cooperative multi-agent reinforcement learning H Nekoei, A Badrinaaraayanan, A Sinha, M Amini, J Rajendran, ... ICLR 2022 Workshop on Gamification and Multiagent Solutions, 2022	1	2022
On the applicability of Diploid Genetic Algorithms in Vertex Cover Problem M Amini, S Dwivedi, MA Beg CSI transactions on ICT 4, 177-182, 2016	1	2016
Improving Sample Efficiency of Value Based Models Using Attention and Vision Transformers A Ardalan Kalantari, M Amini, S Chandar, D Precup arXiv e-prints, arXiv: 2202.00710, 2022		2022
Policy Guided Planning in Learned Latent Space for Model-based Reinforcement Learning M Amini McGill University (Canada), 2021		2021
Policy Guided Planning in Latent Space M Amini, D Precup, S Chandar Deep Reinforcement Learning Workshop, https://drive.google.com/file/d/1IVK9FNz, 2020		2020

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