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Shibhansh Dohare
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Year
Continual backprop: Stochastic gradient descent with persistent randomness
S Dohare, RS Sutton, AR Mahmood
arXiv preprint arXiv:2108.06325, 2021
732021
Text summarization using abstract meaning representation
S Dohare, H Karnick, V Gupta
arXiv preprint arXiv:1706.01678, 2017
732017
Unsupervised semantic abstractive summarization
S Dohare, V Gupta, H Karnick
Proceedings of ACL 2018, Student Research Workshop, 74-83, 2018
362018
Loss of plasticity in deep continual learning
S Dohare, JF Hernandez-Garcia, Q Lan, P Rahman, AR Mahmood, ...
Nature 632 (8026), 768-774, 2024
322024
Maintaining plasticity in deep continual learning
S Dohare, JF Hernandez-Garcia, P Rahman, AR Mahmood, RS Sutton
arXiv preprint arXiv:2306.13812, 2023
202023
Automatic noise filtering with dynamic sparse training in deep reinforcement learning
B Grooten, G Sokar, S Dohare, E Mocanu, ME Taylor, M Pechenizkiy, ...
(AAMAS) International Conference on Autonomous Agents and Multiagent Systems, 2023
132023
Overcoming policy collapse in deep reinforcement learning
S Dohare, Q Lan, AR Mahmood
Sixteenth European Workshop on Reinforcement Learning, 2023
132023
Gamma-nets: Generalizing value estimation over timescale
C Sherstan, S Dohare, J MacGlashan, J Günther, PM Pilarski
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5717-5725, 2020
132020
The Interplay of Search and Gradient Descent in Semi-stationary Learning Problems
S Dohare
University of Alberta, 2020
32020
Variational inference via transformations on distributions
S Saxena, S Dohare, J Kapoor
arXiv preprint arXiv:1707.02510, 2017
32017
Towards Implementing Truly Sparse Connections in Deep RL Agents
B Grooten, G Sokar, E Mocanu, S Dohare, M Taylor, M Pechenizkiy, ...
Sparsity in Neural Networks: Advancing Understanding and Practice 2022, 2022
2022
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Articles 1–11