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Steven Morad
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A framework for real-world multi-robot systems running decentralized GNN-based policies
J Blumenkamp, S Morad, J Gielis, Q Li, A Prorok
2022 International Conference on Robotics and Automation (ICRA), 8772-8778, 2022
402022
Embodied visual navigation with automatic curriculum learning in real environments
SD Morad, R Mecca, RPK Poudel, S Liwicki, R Cipolla
IEEE Robotics and Automation Letters 6 (2), 683-690, 2021
402021
POPGym: Benchmarking Partially Observable Reinforcement Learning
S Morad, R Kortvelesy, M Bettini, S Liwicki, A Prorok
The Eleventh International Conference on Learning Representations, 2023
282023
Planning and navigation of climbing robots in low-gravity environments
S Morad, H Kalita, J Thangavelautham
2018 IEEE/ION Position, Location and Navigation Symposium (PLANS), 1302-1310, 2018
82018
Improving visual feature extraction in glacial environments
SD Morad, J Nash, S Higa, R Smith, A Parness, K Barnard
IEEE Robotics and Automation Letters 5 (2), 385-390, 2019
42019
A spring propelled extreme environment robot for off-world cave exploration
SD Morad, T Dailey, LD Vance, J Thangavelautham
2019 IEEE Aerospace Conference, 1-9, 2019
42019
Permutation-Invariant Set Autoencoders with Fixed-Size Embeddings for Multi-Agent Learning
R Kortvelesy, S Morad, A Prorok
arXiv preprint arXiv:2302.12826, 2023
32023
On-Orbit smart camera system to observe illuminated and unilluminated space objects
S Morad, RT Nallapu, H Kalita, B Kwon, V Reddy, R Furfaro, E Asphaug, ...
arXiv preprint arXiv:1809.02042, 2018
32018
Task performing agent systems and methods
S Morad, R Mecca, R Poudel, S Liwicki, R Cipolla
US Patent App. 17/183,669, 2022
22022
Graph Convolutional Memory using Topological Priors
SD Morad, S Liwicki, R Kortvelesy, R Mecca, A Prorok
arXiv preprint arXiv:2106.14117, 2021
2*2021
Building small-satellites to live through the kessler effect
S Morad, H Kalita, J Thangavelautham
arXiv preprint arXiv:1909.01342, 2019
22019
Revisiting recurrent reinforcement learning with memory monoids
S Morad, C Lu, R Kortvelesy, S Liwicki, J Foerster, A Prorok
arXiv preprint arXiv:2402.09900, 2024
12024
Reinforcement learning with fast and forgetful memory
S Morad, R Kortvelesy, S Liwicki, A Prorok
Advances in Neural Information Processing Systems 36, 2024
12024
Generalised f-mean aggregation for graph neural networks
R Kortvelesy, S Morad, A Prorok
Advances in Neural Information Processing Systems 36, 34439-34450, 2023
12023
Modeling Partially Observable Systems using Graph-Based Memory and Topological Priors
S Morad, S Liwicki, R Kortvelesy, R Mecca, A Prorok
Learning for Dynamics and Control Conference, 59-73, 2022
12022
The Spinning Projectile Extreme Environment Robot
SD Morad
The University of Arizona, 2019
12019
Coordination and Control of Multiple Climbing Robots in Transporting Heavy Loads through Extreme Terrain
H Kalita, S Morad, J Thangavelautham
AIAA Scitech 2019 Forum, 0870, 2019
12019
Language-Conditioned Offline RL for Multi-Robot Navigation
S Morad, A Shankar, J Blumenkamp, A Prorok
arXiv preprint arXiv:2407.20164, 2024
2024
CoViS-Net: A Cooperative Visual Spatial Foundation Model for Multi-Robot Applications
J Blumenkamp, S Morad, J Gielis, A Prorok
arXiv preprint arXiv:2405.01107, 2024
2024
Generalising Multi-Agent Cooperation through Task-Agnostic Communication
D Jayalath, S Morad, A Prorok
arXiv preprint arXiv:2403.06750, 2024
2024
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