Shauharda Khadka
Shauharda Khadka
Scientist, Intel AI Lab
Verified email at intel.com
TitleCited byYear
Evolution-guided policy gradient in reinforcement learning
S Khadka, K Tumer
Advances in Neural Information Processing Systems, 1188-1200, 2018
27*2018
Evolving memory-augmented neural architecture for deep memory problems
S Khadka, JJ Chung, K Tumer
Proceedings of the Genetic and Evolutionary Computation Conference, 441-448, 2017
102017
Collaborative evolutionary reinforcement learning
S Khadka, S Majumdar, S Miret, E Tumer, T Nassar, Z Dwiel, Y Liu, ...
arXiv preprint arXiv:1905.00976, 2019
62019
Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination
S Khadka, S Majumdar, K Tumer
arXiv preprint arXiv:1906.07315, 2019
42019
Neuroevolution of a Hybrid Power Plant Simulator
S Khadka, K Tumer, M Colby, D Tucker, P Pezzini, K Bryden
Proceedings of the Genetic and Evolutionary Computation Conference 2016, 917-924, 2016
42016
Memory-augmented multi-robot teams that learn to adapt
S Khadka, JJ Chung, K Tumer
2017 International Symposium on Multi-Robot and Multi-Agent Systems (MRS …, 2017
32017
A Memory-based Multiagent Framework for Adaptive Decision Making
S Khadka, C Yates, K Tumer
Proceedings of the 17th International Conference on Autonomous Agents and …, 2018
22018
Artificial Intelligence for Prosthetics: Challenge Solutions
Ł Kidziński, C Ong, SP Mohanty, J Hicks, S Carroll, B Zhou, H Zeng, ...
The NeurIPS'18 Competition, 69-128, 2020
12020
Neuroevolution of a modular memory-augmented neural network for deep memory problems
S Khadka, JJ Chung, K Tumer
Evolutionary computation 27 (4), 639-664, 2019
12019
Tackling Credit Assignment Using Memory and Multilevel Optimization for Multiagent Reinforcement Learning
S Khadka
2019
Memory based Multiagent One Shot Learning
S Khadka, C Yates, K Tumer
Proceedings of the 18th International Conference on Autonomous Agents and …, 2019
2019
Fabrication of Oxygenation Microfluidic Devices for Cell Cultures
DTE Shauharda Khadka, Gerardo Mauleon
Journal of Undergraduate Research 7 (1), 5-9, 2014
2014
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Articles 1–12