Publications




Moving Lights and Cameras for Better 3D Perception of Indoor Scenes
Arkadeep Narayan Chaudhury
PhD Thesis, Tech. Report, CMU-RI-TR-24-71, October, 2024
Voxel Learning for Novel Instance Detection
Bowen Li
Master's Thesis, Tech. Report, CMU-RI-TR-24-70, October, 2024
Trustworthy Learning using Uncertain Interpretation of Data
Jack H. Good
PhD Thesis, Tech. Report, CMU-RI-TR-24-69, October, 2024
Interleaving Discrete Search and Continuous Optimization for Kinodynamic Motion Planning
Ramkumar Natarajan
PhD Thesis, Tech. Report, CMU-RI-TR-24-67, September, 2024
Assistive value alignment using in-situ naturalistic human behaviors
Benjamin A Newman
PhD Thesis, Tech. Report, CMU-RI-TR-24-66, September, 2024
Goal-Expressive Movement for Social Navigation: Where and When to Behave Legibly
Ada V. Taylor
PhD Thesis, Tech. Report, CMU-RI-TR-24-64, September, 2024
Domesticating Soft Robotics Research and Development with Accessible Biomaterials
Kiyn Chin
PhD Thesis, Tech. Report, CMU-RI-TR-24-65, September, 2024
Autonomous Drifting Based on Maximal Safety Probability Learning
Hikaru Hoshino, Jiaxing Li, Arnav Menon, John M. Dolan, and Yorie Nakahira
Conference Paper, Proceedings of the IEEE Intelligent Transportation Systems Conference, pp. 3930-3935, September, 2024
Exploration for Continually Improving Robots
Russell Mendonca
PhD Thesis, Tech. Report, CMU-RI-TR-24-62, September, 2024
Q-learning-based Model-free Safety Filter
Guo Ning Sue, Yogita Choudhary, Richard Desatnik, Carmel Majidi, John Dolan, and Guanya Shi
Conference Paper, Proceedings of the IEEE ICRA@40 Symposium, September, 2024
Towards Autonomous Crop Monitoring: Inserting Sensors in Cluttered Environments
Moonyoung Lee, Aaron Berger, Dominic Guri, Kevin Zhang, Lisa Coffey, George Kantor, and Oliver Kroemer
Journal Article, IEEE Robotics and Automation Letters, September, 2024
Learning and Translating Temporal Abstractions of Behaviour across Humans and Robots
Tanmay Shankar
PhD Thesis, Tech. Report, CMU-RI-TR-24-63, September, 2024
Eye Gaze for Intelligent Driving
Abhijat Biswas
PhD Thesis, Tech. Report, CMU-RI-TR-24-60, September, 2024
Tactile sensing for Robot Learning: Development to Deployment
Raunaq Mahesh Bhirangi
PhD Thesis, Tech. Report, CMU-RI-TR-24-61, August, 2024
Plan to Learn: Active Robot Learning by Planning
Shivam Vats
PhD Thesis, Tech. Report, CMU-RI-TR-24-40, August, 2024
Learning to Perceive and Predict Everyday Hand-Object Interactions
Yufei Ye
PhD Thesis, Tech. Report, CMU-RI-TR-24-59, August, 2024
A Novel Cooperative Multi-Vehicle Planning Method Combining Group Benefit and Individual Preferences
Yuning Wang, Jinhao Li, Junkai Jiang, Shaobing Xu, John M. Dolan, and Jianqiang Wang
Conference Paper, Proceedings of the IEEE International Conference on Industrial Informatics, pp. 1-6, August, 2024
A Novel Integrated Decision-making Evaluation Method Considering Individual Personalization Diversity
Yuning Wang, Zehong Ke, Yanbo Jiang, Shaobing Xu, John M. Dolan, and Jianqiang Wang
Conference Paper, Proceedings of the IEEE International Conference on Industrial Informatics, pp. 1-7, August, 2024
Estimating Object Importance and Modeling Drivers’ Situational Awareness for Intelligent Driving
Pranay Gupta
Master's Thesis, Tech. Report, CMU-RI-TR-24-52, August, 2024
Continual Personalization of Human Actions To New Categories Over Time
Prachi Garg
Master's Thesis, Tech. Report, CMU-RI-TR-24-27, August, 2024
Developing Novel Hardware Platforms for Model-Predictive Control
Sofia Kwok
Master's Thesis, Tech. Report, CMU-RI-TR-24-43, August, 2024
DeltaWalker: A Soft, Linearly Actuated Delta Quadruped Robot
Jennifer Yang
Master's Thesis, Tech. Report, CMU-RI-TR-24-23, August, 2024
Improving Robotic Lego Assembly with Vibro-Tactile Feedback
Chris Chang
Master's Thesis, Tech. Report, CMU-RI-TR-24-41, August, 2024
Analysis by Synthesis for Modern Computer Vision
Nathaniel Chodosh
PhD Thesis, Tech. Report, CMU-RI-TR-24-55, August, 2024
Online-Adaptive Self-Supervised Learning with Visual Foundation Models for Autonomous Off-Road Driving
Matthew Sivaprakasam
Master's Thesis, Tech. Report, CMU-RI-TR-24-57, August, 2024
Model Predictive Control on Resource Constrained Microcontrollers
Samuel Schoedel
Master's Thesis, Tech. Report, CMU-RI-TR-24-44, August, 2024
Propagative Distance Optimization for Constrained Inverse Kinematics
Yu Chen
Master's Thesis, Tech. Report, CMU-RI-TR-24-48, August, 2024
Estimation, Modeling, and Control of Mixed Material Flows on Variable-Speed Conveyor Belt Systems with Applications in Recycling
James Maier
Master's Thesis, Tech. Report, CMU-RI-TR-24-50, August, 2024
Learning for Perception and Strategy: Adaptive Omnidirectional Stereo Vision and Tactical Reinforcement Learning
Conner Pulling
Master's Thesis, Tech. Report, CMU-RI-TR-24-56, August, 2024
Towards Universal Place Recognition
Jay Karhade
Master's Thesis, Tech. Report, CMU-RI-TR-24-31, August, 2024
Advancing Legged Robot Agility: from Video Imitation to GPU Acceleration
John Z. Zhang
Master's Thesis, Tech. Report, CMU-RI-TR-24-46, August, 2024
GNSS-denied Ground Vehicle Localization for Off-road Environments with Bird’s-eye-view Synthesis
Lihong Jin
Master's Thesis, Tech. Report, CMU-RI-TR-24-54, August, 2024
Automating Annotation Pipelines by leveraging Multi-Modal Data
Anish Madan
Master's Thesis, Tech. Report, CMU-RI-TR-24-39, August, 2024
Safe, Robust and Adaptive Model-based Learning for Agile Robots: Autonomous Racing
Dvij Kalaria
Master's Thesis, Tech. Report, CMU-RI-TR-24-53, August, 2024
Expressive Attentional Communication Learning using Graph Neural Networks
Yu Quan Chong
Master's Thesis, Tech. Report, CMU-RI-TR-24-51, July, 2024
Learning to Manipulate Using Diverse Datasets
Sudeep Dasari
PhD Thesis, Tech. Report, CMU-RI-TR-24-30, July, 2024
Simulation as a Tool for Conspicuity Measurement
Brandon Rishi
Master's Thesis, Tech. Report, CMU-RI-TR-24-58, July, 2024
Reinforcement Learning with Spatial Reasoning for Dexterous Robotic Manipulation
Bowen Jiang
Master's Thesis, Tech. Report, CMU-RI-TR-24-47, July, 2024
Next-Generation 6-DoF Handheld Manipulator for Microsurgery
Christian Berger
Master's Thesis, Tech. Report, CMU-RI-TR-24-42, July, 2024
Super Odometry: A Robust LiDAR-Visual-Inertial Estimator for Challenging Environments
Shibo Zhao
Master's Thesis, Tech. Report, CMU-RI-TR-24-49, July, 2024
Leveraging Affordances for Accelerating Online Reinforcement Learning
Aman Mehra
Master's Thesis, Tech. Report, CMU-RI-TR-24-45, July, 2024
VP4D: View Planning for 3D and 4D Scene Understanding
Aditya Rauniyar
Master's Thesis, Tech. Report, CMU-RI-TR-24-36, July, 2024
Policy Decomposition: A Framework for Discovery of Control Hierarchies for Efficient Policy Optimization with Suboptimality Estimates
Ashwin Khadke
PhD Thesis, Tech. Report, CMU-RI-TR-24-38, July, 2024
Risk-based Socially-Compliant Behavior Planning for Autonomous Driving
Yiwei Lyu, Wenhao Luo, and John M. Dolan
Conference Paper, Proceedings of the American Control Conference (ACC), pp. 3827-3832, July, 2024
Spectral Unmixing and Mapping of Coral Reef Benthic Cover
Rohan Zeng, Eric J. Hochberg, Alberto Candela, and David S. Wettergreen
Conference Paper, Proceedings of IEEE International Geoscience and Remote Sensing Symposium, July, 2024
Causal Robot Learning for Manipulation
Tabitha Edith Lee
PhD Thesis, Tech. Report, CMU-RI-TR-24-25, July, 2024
Scaling up Robot Skill Learning with Generative Simulation
Pushkal Katara
Master's Thesis, Tech. Report, CMU-RI-TR-24-35, July, 2024
Leveraging Simulation-Based Model Preconditions for Fast Action Parameter Optimization with Multiple Models
M. Yunus Seker and Oliver Kroemer
Conference Paper, Proceedings of (IROS) IEEE/RSJ International Conference on Intelligent Robots and Systems, July, 2024
Synthesis and Verification of Robust-Adaptive Safe Controllers
Simin Liu, Kai S. Yun, John M. Dolan, and Changliu Liu
Conference Paper, pp. 2265-2272, June, 2024
WALT3D: Generating Realistic Training Data from Time-Lapse Imagery for Reconstructing Dynamic Objects under Occlusion
Khiem Vuong, N Dinesh Reddy, Robert Tamburo, and Srinivasa G. Narasimhan
Conference Paper, Proceedings of (CVPR) Computer Vision and Pattern Recognition, June, 2024