Shauharda Khadka
Shauharda Khadka
Deep Learning Research Scientist, Intel Labs
Verified email at intel.com
Title
Cited by
Cited by
Year
Evolution-guided policy gradient in reinforcement learning
S Khadka, K Tumer
Advances in Neural Information Processing Systems, 1188-1200, 2018
53*2018
Collaborative evolutionary reinforcement learning
S Khadka, S Majumdar, T Nassar, Z Dwiel, E Tumer, S Miret, Y Liu, ...
Proceedings of the International Conference on Machine Learning, 3341-3350, 2019
152019
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
122017
Artificial Intelligence for Prosthetics: Challenge Solutions
Ł Kidzinski, C Ong, SP Mohanty, J Hicks, S Carroll, B Zhou, H Zeng, ...
The NeurIPS'18 Competition: From Machine Learning to Intelligent …, 2019
52019
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
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
32019
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
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
22020
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
Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination
S Khadka, S Majumdar, S Miret, S McAleer, K Tumer
arXiv preprint arXiv:1906.07315, 2019
12019
Multi-level Fitness Critics for Cooperative Coevolution
G Rockefeller, S Khadka, K Tumer
Proceedings of the 19th International Conference on Autonomous Agents and …, 2020
2020
Memory-Based Multiagent One-Shot Learning
S Khadka, C Yates, K Tumer
2019 International Symposium on Multi-Robot and Multi-Agent Systems (MRS …, 2019
2019
Tackling Credit Assignment Using Memory and Multilevel Optimization for Multiagent Reinforcement Learning
S Khadka
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 1–14