Publications




Robust Quantum Optimal Control with Trajectory Optimization
Thomas Propson, Brian E. Jackson, Jens Koch, Zachary Manchester, and David I. Schuster
Journal Article, Physical Review Applied, Vol. 17, No. 1, 2022
Learning Cooperative Multi-Agent Policies with Partial Reward Decoupling
Benjamin Freed, Aditya Kapoor, Ian Abraham, Jeff Schneider, and Howie Choset
Journal Article, IEEE Robotics and Automation Letters, December, 2021
Reactive Long Horizon Task Execution via Visual Skill and Precondition Models
Shohin Mukherjee, Chris Paxton, Arsalan Mousavian, Adam Fishman, Maxim Likhachev, and Dieter Fox
Conference Paper, Proceedings of (IROS) IEEE/RSJ International Conference on Intelligent Robots and Systems, December, 2021
Kinematic Analysis of 3D-printed Flexible Delta Robots
Avi Rudich
Master's Thesis, Tech. Report, CMU-RI-TR-21-70, Robotics Institute, Carnegie Mellon University, December, 2021
BATS: Best Action Trajectory Stitching
Ian Char, Viraj Mehta, Adam Villaflor, John M. Dolan, and Jeff Schneider
Workshop Paper, Offline Reinforcement Learning, December, 2021
SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency
Devendra Chaplot, Murtaza Dalal, Saurabh Gupta, Jitendra Malik, and Ruslan Salakhutdinov
Conference Paper, Proceedings of (NeurIPS) Neural Information Processing Systems, December, 2021
Dynamical Model Learning and Inversion for Aggressive Quadrotor Flight
Alexander Spitzer
PhD Thesis, Tech. Report, CMU-RI-TR-22-03, Robotics Institute, Carnegie Mellon University, December, 2021
HARMONIC: A Multimodal Data Set of Assistive Human-robot Collaboration
Benjamin A. Newman, Reuben M. Aronson, Siddhartha S. Srinivasa, Kris Kitani, and Henny Admoni
Journal Article, International Journal of Robotics Research, December, 2021
Parametric-Control Barrier Function-Based Adaptive Safe Merging Control for Heterogeneous Vehicles
Yiwei Lyu, Wenhao Luo, and John M. Dolan
Workshop Paper, NeurIPS Workshop on Safe and Robust Control of Uncertain Systems, December, 2021
Facial Action Units and Head Dynamics in Longitudinal Interviews Reveal OCD and Depression severity and DBS Energy
Ali Darzi, Nicole R. Provenza, Laszlo A. Jeni, David A. Borton, Sameer A. Sheth, Wayne K. Goodman, and Jeffrey F. Cohn
Conference Paper, Proceedings of 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG '21), December, 2021
High Fidelity 3D Reconstructions with Limited Physical Views
Mosam Dabhi, Chaoyang Wang, Kunal Saluja, Laszlo A. Jeni, Ian Fasel, and Simon Lucey
Conference Paper, Proceedings of International Conference on 3D Vision (3DV '21), pp. 1301 - 1311, December, 2021
L-Shape Fitting-based Vehicle Pose Estimation and Tracking Using 3D-LiDAR
Chengfeng Zhao, Chen Fu, John M. Dolan, and Jun Wang
Journal Article, IEEE Transactions on Intelligent Vehicles (ITIV '22), Vol. 6, No. 4, pp. 787 - 798, December, 2021
Pairwise Symmetry Reasoning for Multi-Agent Path Finding Search
Jiaoyang Li, Daniel Harabor, Peter J. Stuckey, Hang Ma, Graeme Gange, and Sven Koenig
Journal Article, Artificial Intelligence, Vol. 301, December, 2021
Self-Supervised Point Cloud Completion via Inpainting
Himangi Mittal, Brian Okorn, Arpit Jangid, and David Held
Conference Paper, Proceedings of British Machine Vision Conference (BMVC '21), November, 2021
Unsupervised Online Learning for Robotic Interestingness with Visual Memory
Chen Wang, Yuheng Qiu, Wenshan Wang, Yafei Hu, Seungchan Kim, and Sebastian Scherer
Journal Article, IEEE Transactions on Robotics, November, 2021
Computer Mediated Automatic Detection of Pain-Related Behavior: Prospect, Progress, Perils
Kenneth Prkachin and Zakia Hammal
Journal Article, Frontiers in Pain Research, section Pain Research Methods, November, 2021
The Role of Pleura and Adipose in Lung Ultrasound AI
Gautam Rajendrakumar Gare, Wanwen Chen, Alex Ling Yu Hung, Edward Chen, Hai V. Tran, Tom Fox, Peter Lowery, Kevin Zamora, Bennett P. DeBoisblanc, Ricardo Luis Rodriguez, and John Michael Galeotti
Workshop Paper, MICCAI '21 Workshop on Lessons learned from the development and application of medical imaging-based AI technologies for combating COVID-19, November, 2021
FarOut Touch: Extending the Range of ad hoc Touch Sensing with Depth Cameras
Vivian Shen, James Spann, and Chris Harrison
Conference Paper, Proceedings of ACM Spatial User Interaction, November, 2021
LEO: Learning Energy-based Models in Factor Graph Optimization
Paloma Sodhi, Mustafa Mukadam, Stuart Anderson, and Michael Kaess
Conference Paper, Proceedings of (CoRL) Conference on Robot Learning, November, 2021
ReSkin: versatile, replaceable, lasting tactile skins
Raunaq Bhirangi, Tess Hellebrekers, Carmel Majidi, and Abhinav Gupta
Conference Paper, Proceedings of (CoRL) Conference on Robot Learning, November, 2021
Safe and Resilient Practical Waypoint-Following for Autonomous Vehicles
Qin Lin, Stefan Mitsch, André Platzer, and John M. Dolan
Journal Article, IEEE Control Systems Letters, Vol. 6, pp. 1574 - 1579, November, 2021
Characterization of Compliant Parallelogram Links for 3D-Printed Delta Manipulators
Pragna Mannam, Oliver Kroemer, and F. Zeynep Temel
Conference Paper, Proceedings of 17th International Symposium on Experimental Robotics (ISER '20), November, 2021
Multi-class Generative Adversarial Networks: Improving One-class Classification of Pneumonia Using Limited Labeled Data
Saman Motamed and Farzad Khalvati
Conference Paper, Proceedings of 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC '21), pp. 3817 - 3822, November, 2021
Parameter Identification for Multirobot Systems Using Optimization-based Controllers
Jaskaran Grover, Changliu Liu, and Katia Sycara
Conference Paper, Proceedings of International Symposium on Multi-Robot and Multi-Agent Systems (MRS '21), pp. 173 - 180, November, 2021
Playing with Food: Learning Food Item Representations through Interactive Exploration
Amrita Sawhney, Steven Lee, Kevin Zhang, Manuela Veloso, and Oliver Kroemer
Conference Paper, Proceedings of 17th International Symposium on Experimental Robotics (ISER '20), November, 2021
Learning Model Preconditions for Planning with Multiple Models
Alex LaGrassa and Oliver Kroemer
Conference Paper, Proceedings of (CoRL) Conference on Robot Learning, November, 2021
Efficient primal heuristic updates for the blocking job shop problem
Jayanth Krishna Mogali, Laura Barbulescu, and Stephen F. Smith
Journal Article, European Journal of Operational Research, Vol. 295, No. 1, pp. 82 - 101, November, 2021
Human Motion Prediction Using Adaptable Recurrent Neural Networks and Inverse Kinematics
Ruixuan Liu and Changliu Liu
Journal Article, IEEE Control Systems Letters, Vol. 5, No. 5, pp. 1651 - 1656, November, 2021
IMS Technical Committee TC-22: Intelligent Measurement Systems
Angelo Genovese and Mel Siegel
Magazine Article, IEEE Instrumentation & Measurement Magazine, Vol. 24, No. 8, pp. 14 - 17, November, 2021
Accessing Passersby Proxemic Signals through a Head-Worn Camera: Opportunities and Limitations for the Blind
Kyungjun Lee, Daisuke Sato, Saki Asakawa, Chieko Asakawa, and Hernisa Kacorri
Conference Paper, Proceedings of 23rd International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '21), pp. 1 - 15, October, 2021
Automated Assessment of Pain: Prospects, Progress, and a Path Forward
Kenneth Prkachin and Zakia Hammal
Workshop Paper, International Conference on Multimodal Interaction (ICMI '21 Companion), October, 2021
AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting
Ye Yuan, Xinshuo Weng, Yanglan Ou, and Kris Kitani
Conference Paper, Proceedings of (ICCV) International Conference on Computer Vision, October, 2021
FOVEA: Foveated Image Magnification for Autonomous Navigation
Chittesh Thavamani, Mengtian Li, Nicolas Cebron, and Deva Ramanan
Conference Paper, Proceedings of (ICCV) International Conference on Computer Vision, October, 2021
Elaborative Rehearsal for Zero-shot Action Recognition
Shizhe Chen and Dong Huang
Conference Paper, Proceedings of (ICCV) International Conference on Computer Vision, October, 2021
Improving Grasp Stability with Rotation Measurement from Tactile Sensing
Raj Kolamuri, Zilin Si, Yufan Zhang, Arpit Agarwal, and Wenzhen Yuan
Conference Paper, Proceedings of (IROS) IEEE/RSJ International Conference on Intelligent Robots and Systems, October, 2021
Simulation of Vision-based Tactile Sensors using Physics based Rendering
Arpit Agarwal, Timothy Man, and Wenzhen Yuan
Conference Paper, Proceedings of (ICRA) International Conference on Robotics and Automation, October, 2021
MindfulNest: Strengthening Emotion Regulation with Tangible User Interfaces
Samantha Speer, Emily Hamner, Michael Tasota, Lauren Zito, and Sarah K. Byrne-Houser
Conference Paper, Proceedings of International Conference on Multimodal Interaction (ICMI '21), pp. 103 - 111, October, 2021
Real-Time Ellipse Detection for Robotics Applications
Keipour A, Pereira GA, and Scherer S
Journal Article, IEEE Robotics and Automation Letters, Vol. 6, No. 4, pp. 7009-7016, October, 2021
A Kinematic Model for Trajectory Prediction in General Highway Scenarios
Cyrus Anderson, Ram Vasudevan, and M. Johnson-Roberson
Journal Article, IEEE Robotics and Automation Letters, Vol. 6, No. 4, pp. 6757 - 6764, October, 2021
DPLVO: Direct Point-Line Monocular Visual Odometry
Lipu Zhou, Shengze Wang, and Michael Kaess
Journal Article, IEEE Robotics and Automation Letters, Vol. 6, No. 4, pp. 7113 - 7120, October, 2021
LiDAR SLAM with Plane Adjustment for Indoor Environment
Lipu Zhou, Daniel Koppel, and Michael Kaess
Journal Article, IEEE Robotics and Automation Letters, Vol. 6, No. 4, pp. 7073 - 7080, October, 2021
Safe Planning and Control under Uncertainty for Self-Driving
Shivesh Khaitan, Qin Lin, and John Dolan
Journal Article, IEEE Transactions on Vehicular Technology, Vol. 70, No. 10, pp. 9826-9837, October, 2021
Subdimensional Expansion for Multi-Objective Multi-Agent Path Finding
Zhongqiang Ren, Sivakumar Rathinam, and Howie Choset
Journal Article, IEEE Robotics and Automation Letters, Vol. 6, No. 4, pp. 7153 - 7160, October, 2021
Using perception cues for context-aware navigation in dynamic outdoor environments
Maggie Wigness, John G. Rogers III, Chieh-En Tsai, Christoph Mertz, Luis Navarro-Serment, and Jean Oh
Journal Article, Field Robotics, Vol. 1, No. 1, pp. 1 - 33, October, 2021
Heuristics for routing and scheduling of spatio-temporal type problems in industrial environments
Jayanth Krishna Mogali
PhD Thesis, Tech. Report, CMU-RI-TR-21-69, Robotics Institute, Carnegie Mellon University, September, 2021
Inferring Goals with Gaze during Teleoperated Manipulation
Reuben M. Aronson, Nadia AlMutlak, and Henny Admoni
Conference Paper, Proceedings of (IROS) IEEE/RSJ International Conference on Intelligent Robots and Systems, September, 2021
Loosely Synchronized Search for Multi-agent Path Finding with Asynchronous Actions
Zhongqiang Ren, Sivakumar Rathinam, and Howie Choset
Conference Paper, Proceedings of (IROS) IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 9714 - 9719, September, 2021
Map Compressibility Assessment for LiDAR Registration
Ming-Fang Chang, W. Dong, Joshua G. Mangelson, Michael Kaess, and Simon Lucey
Conference Paper, Proceedings of (IROS) IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 5560 - 5567, September, 2021
Stereo Perception in the Dark using Uncalibrated Line Laser
Srinivasan Vijayarangan and David Wettergreen
Conference Paper, Proceedings of (IROS) IEEE/RSJ International Conference on Intelligent Robots and Systems, September, 2021
Bayesian Models for Science-Driven Robotic Exploration
Alberto Candela Garza
PhD Thesis, Tech. Report, CMU-RI-TR-21-68, Robotics Institute, Carnegie Mellon University, September, 2021