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ORCIDMuhammad Asif Rana
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2020 – today
- 2022
[j1]Karl Van Wyk
, Mandy Xie, Anqi Li, Muhammad Asif Rana, Buck Babich, Bryan Peele, Qian Wan, Iretiayo Akinola, Balakumar Sundaralingam, Dieter Fox, Byron Boots, Nathan D. Ratliff:
Geometric Fabrics: Generalizing Classical Mechanics to Capture the Physics of Behavior. IEEE Robotics Autom. Lett. 7(2): 3202-3209 (2022)- 2021
- [b1]Muhammad Asif Rana:
Methods for Teaching Diverse Robot Skills: Leveraging Priors, Geometry, and Dynamics. Georgia Institute of Technology, Atlanta, GA, USA, 2021 - [c12]Nathan D. Ratliff, Karl Van Wyk, Mandy Xie, Anqi Li, Muhammad Asif Rana:
Generalized Nonlinear and Finsler Geometry for Robotics. ICRA 2021: 10206-10212 - [c11]Muhammad Asif Rana, Anqi Li, Dieter Fox, Sonia Chernova, Byron Boots, Nathan D. Ratliff:
Towards Coordinated Robot Motions: End-to-End Learning of Motion Policies on Transform Trees. IROS 2021: 7792-7799 - [c10]Anqi Li, Ching-An Cheng, Muhammad Asif Rana, Man Xie, Karl Van Wyk, Nathan D. Ratliff, Byron Boots:
RMP2: A Structured Composable Policy Class for Robot Learning. Robotics: Science and Systems 2021 - [i12]Anqi Li, Ching-An Cheng, Muhammad Asif Rana, Man Xie, Karl Van Wyk, Nathan D. Ratliff, Byron Boots:
RMP2: A Structured Composable Policy Class for Robot Learning. CoRR abs/2103.05922 (2021) - [i11]Karl Van Wyk, Mandy Xie, Anqi Li, Muhammad Asif Rana, Buck Babich, Bryan Peele, Qian Wan, Iretiayo Akinola, Balakumar Sundaralingam, Dieter Fox, Byron Boots, Nathan D. Ratliff:
Geometric Fabrics: Generalizing Classical Mechanics to Capture the Physics of Behavior. CoRR abs/2109.10443 (2021) - 2020
- [c9]Muhammad Asif Rana, Daphne Chen, Jacob Williams, Vivian Chu, Seyed Reza Ahmadzadeh, Sonia Chernova:
Benchmark for Skill Learning from Demonstration: Impact of User Experience, Task Complexity, and Start Configuration on Performance. ICRA 2020: 7561-7567 - [c8]Muhammad Asif Rana, Anqi Li, Dieter Fox, Byron Boots, Fabio Ramos, Nathan D. Ratliff:
Euclideanizing Flows: Diffeomorphic Reduction for Learning Stable Dynamical Systems. L4DC 2020: 630-639 - [i10]Siddhartha Banerjee, Angel Andres Daruna, David Kent, Weiyu Liu, Jonathan C. Balloch, Abhinav Jain, Akshay Krishnan, Muhammad Asif Rana, Harish Ravichandar, Binit Shah, Nithin Shrivatsav Srikanth, Sonia Chernova:
Taking Recoveries to Task: Recovery-Driven Development for Recipe-based Robot Tasks. CoRR abs/2001.10386 (2020) - [i9]Muhammad Asif Rana, Anqi Li, Dieter Fox, Byron Boots, Fabio Ramos, Nathan D. Ratliff:
Euclideanizing Flows: Diffeomorphic Reduction for Learning Stable Dynamical Systems. CoRR abs/2005.13143 (2020) - [i8]Nathan D. Ratliff, Karl Van Wyk, Mandy Xie, Anqi Li, Muhammad Asif Rana:
Optimization Fabrics. CoRR abs/2008.02399 (2020) - [i7]Nathan D. Ratliff, Karl Van Wyk, Mandy Xie, Anqi Li, Muhammad Asif Rana:
Generalized Nonlinear and Finsler Geometry for Robotics. CoRR abs/2010.14745 (2020) - [i6]Mandy Xie, Karl Van Wyk, Anqi Li, Muhammad Asif Rana, Dieter Fox, Byron Boots, Nathan D. Ratliff:
Geometric Fabrics for the Acceleration-based Design of Robotic Motion. CoRR abs/2010.14750 (2020) - [i5]Nathan D. Ratliff, Karl Van Wyk, Mandy Xie, Anqi Li, Muhammad Asif Rana:
Optimization Fabrics for Behavioral Design. CoRR abs/2010.15676 (2020) - [i4]Muhammad Asif Rana, Anqi Li, Dieter Fox, Sonia Chernova, Byron Boots, Nathan D. Ratliff:
Towards Coordinated Robot Motions: End-to-End Learning of Motion Policies on Transform Trees. CoRR abs/2012.13457 (2020)
2010 – 2019
- 2019
- [c7]Muhammad Asif Rana, Anqi Li, Harish Ravichandar, Mustafa Mukadam, Sonia Chernova, Dieter Fox, Byron Boots, Nathan D. Ratliff:
Learning Reactive Motion Policies in Multiple Task Spaces from Human Demonstrations. CoRL 2019: 1457-1468 - [c6]Harish Ravichandar, Seyed Reza Ahmadzadeh, Muhammad Asif Rana, Sonia Chernova:
Skill Acquisition via Automated Multi-Coordinate Cost Balancing. ICRA 2019: 7776-7782 - [c5]Siddhartha Banerjee, Angel Andres Daruna, David Kent, Weiyu Liu, Jonathan C. Balloch, Abhinav Jain, Akshay Krishnan, Muhammad Asif Rana, Harish Ravichandar, Binit Shah, Nithin Shrivatsav Srikanth, Sonia Chernova:
Taking Recoveries to Task: Recovery-Driven Development for Recipe-Based Robot Tasks. ISRR 2019: 593-609 - [i3]Harish Ravichandar, Seyed Reza Ahmadzadeh, Muhammad Asif Rana, Sonia Chernova:
Skill Acquisition via Automated Multi-Coordinate Cost Balancing. CoRR abs/1903.11725 (2019) - [i2]Muhammad Asif Rana, Daphne Chen, Seyed Reza Ahmadzadeh, Jacob Williams, Vivian Chu, Sonia Chernova:
Benchmark for Skill Learning from Demonstration: Impact of User Experience, Task Complexity, and Start Configuration on Performance. CoRR abs/1911.02725 (2019) - 2018
- [c4]Muhammad Asif Rana, Mustafa Mukadam, Seyed Reza Ahmadzadeh, Sonia Chernova, Byron Boots:
Learning Generalizable Robot Skills from Demonstrations in Cluttered Environments. IROS 2018: 4655-4660 - [i1]Muhammad Asif Rana, Mustafa Mukadam, Seyed Reza Ahmadzadeh, Sonia Chernova, Byron Boots:
Learning Generalizable Robot Skills from Demonstrations in Cluttered Environments. CoRR abs/1808.00349 (2018) - 2017
- [c3]Muhammad Asif Rana, Mustafa Mukadam, Seyed Reza Ahmadzadeh, Sonia Chernova, Byron Boots:
Towards Robust Skill Generalization: Unifying Learning from Demonstration and Motion Planning. CoRL 2017: 109-118 - [c2]Seyed Reza Ahmadzadeh, Muhammad Asif Rana, Sonia Chernova:
Generalized Cylinders for Learning, Reproduction, Generalization, and Refinement of Robot Skills. Robotics: Science and Systems 2017 - 2016
- [c1]Muhammad Asif Rana, Ningshi Yao, Shayok Mukhopadhyay, Fumin Zhang, Emilie Warren, Christine Payne:
Modeling the effect of nanoparticles & the bistability of transmembrane potential in non-excitable cells. ACC 2016: 400-405
Coauthor Index
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