Publications d'Akilesh Badrinaaraayanan
Activité
- Étudiant à la maitrise: fév. 2020 - août 2021
Thèses de maitrise
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Continuous Coordination As a Realistic Scenario for Lifelong Learning
par Akilesh Badrinaaraayanan, avec Aaron Courville et Sarath Chandar comme superviseurs.
Université de Montréal ⸺ mai 2021.
[thesis]
Articles de conférence et de revue
2023
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Dealing With Non-stationarity in Decentralized Cooperative Multi-Agent Deep Reinforcement Learning via Multi-Timescale Learning
Hadi Nekoei, Akilesh Badrinaaraayanan, Amit Sinha, Mohammad Amini, Janarthanan Rajendran, Aditya Mahajan et Sarath Chandar
Conference on Lifelong Learning Agents (CoLLAs), 2023.
#RL
[pmlr], [arXiv]
2022
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PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks
Mojtaba Faramarzi, Mohammad Amini, Akilesh Badrinaaraayanan, Vikas Verma et Sarath Chandar
AAAI Conference on Artificial Intelligence (AAAI), 2022.
#DL
[aaai], [arXiv], [code]
2021
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Continuous Coordination As a Realistic Scenario for Lifelong Learning
Hadi Nekoei, Akilesh Badrinaaraayanan, Aaron Courville et Sarath Chandar
International Conference on Machine Learning (ICML), 2021.
#RL
[pmlr], [arXiv], [code]