Muhammad Asif Rana
Title
Cited by
Cited by
Year
Towards robust skill generalization: Unifying learning from demonstration and motion planning
M Rana, M Mukadam, SR Ahmadzadeh, S Chernova, B Boots
Intelligent robots and systems, 2018
532018
Automatic control of ball and beam system using particle swarm optimization
MA Rana, Z Usman, Z Shareef
2011 IEEE 12th International Symposium on Computational Intelligence and …, 2011
352011
Learning Reactive Motion Policies in Multiple Task Spaces from Human Demonstrations
MA Rana, A Li, H Ravichandar, M Mukadam, S Chernova, D Fox, B Boots, ...
92019
Generalized Cylinders for Learning, Reproduction, Generalization, and Refinement of Robot Skills
SR Ahmadzadeh, MA Rana, S Chernova
Robotics: Science and Systems (RSS 2017), 2017
92017
Euclideanizing flows: Diffeomorphic reduction for learning stable dynamical systems
MA Rana, A Li, D Fox, B Boots, F Ramos, N Ratliff
Learning for Dynamics and Control, 630-639, 2020
72020
Skill acquisition via automated multi-coordinate cost balancing
H Ravichandar, SR Ahmadzadeh, MA Rana, S Chernova
2019 International Conference on Robotics and Automation (ICRA), 7776-7782, 2019
52019
Skill Generalization via Inference-based Planning
MA Rana, M Mukadam, SR Ahamadzadeh, S Chernova, B Boots
Robotics: Science and Systems (RSS 2017), Workshop on Mathematical Models …, 2017
52017
Modeling the effect of nanoparticles & the bistability of transmembrane potential in non-excitable cells
MA Rana, N Yao, S Mukhopadhyay, F Zhang, E Warren, C Payne
2016 American Control Conference (ACC), 400-405, 2016
52016
Learning generalizable robot skills from demonstrations in cluttered environments
MA Rana, M Mukadam, SR Ahmadzadeh, S Chernova, B Boots
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
42018
Taking Recoveries to Task: Recovery-Driven Development for Recipe-based Robot Tasks
S Banerjee, A Daruna, D Kent, W Liu, J Balloch, A Jain, A Krishnan, ...
32019
Generalized nonlinear and finsler geometry for robotics
ND Ratliff, K Van Wyk, M Xie, A Li, AM Rana
arXiv preprint arXiv:2010.14745, 2020
22020
Geometric Fabrics for the Acceleration-based Design of Robotic Motion
M Xie, K Van Wyk, A Li, MA Rana, D Fox, B Boots, N Ratliff
arXiv preprint arXiv:2010.14750, 2020
22020
Spectral semi-sprays
ND Ratliff, A Li, AM Rana, KV Wyk, M Xie
Technical report, NVIDIA, 2020
22020
Towards Coordinated Robot Motions: End-to-End Learning of Motion Policies on Transform Trees
MA Rana, A Li, D Fox, S Chernova, B Boots, N Ratliff
arXiv preprint arXiv:2012.13457, 2020
12020
Optimization fabrics
ND Ratliff, K Van Wyk, M Xie, A Li, MA Rana
arXiv preprint arXiv:2008.02399, 2020
12020
Benchmark for Skill Learning from Demonstration: Impact of User Experience, Task Complexity, and Start Configuration on Performance
MA Rana, D Chen, J Williams, V Chu, SR Ahmadzadeh, S Chernova
2020 IEEE International Conference on Robotics and Automation (ICRA), 7561-7567, 2020
12020
RMP2: A Structured Composable Policy Class for Robot Learning
A Li, CA Cheng, MA Rana, M Xie, K Van Wyk, N Ratliff, B Boots
arXiv preprint arXiv:2103.05922, 2021
2021
Optimization Fabrics for Behavioral Design
ND Ratliff, K Van Wyk, M Xie, A Li, AM Rana
arXiv preprint arXiv:2010.15676, 2020
2020
Methods for Teaching Diverse Robot Skills: Leveraging Priors, Geometry, and Dynamics
MA Rana
Georgia Institute of Technology, 2020
2020
Optimization of static and dynamic anti-windup compensator using new improved particle swarm optimization algorithm
Z Shareef, Z Usman, MA Rana
2014 IEEE 15th International Symposium on Computational Intelligence and …, 2014
2014
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Articles 1–20