PhD Speaking Qualifier
PhD Student
Robotics Institute,
Carnegie Mellon University

Learning to Manipulate beyond Imitation

NSH 3002

Abstract: Imitation learning has been a prevalent approach for teaching robots manipulation skills but still suffers from scalability and generalizability. In this talk, I'll argue for going beyond elementary behavioral imitation from human demonstrations. Instead, I'll present two key directions: 1) Creating Manipulation Controllers from Pre-Trained Representations, and 2) Representing Video Demonstrations with Parameterized Symbolic [...]

Faculty Events
Assistant Professor
Robotics Institute,
Carnegie Mellon University

Advanced robotics for manufacturing: challenges and opportunities

Newell-Simon Hall 4305

Abstract: Presenting projects with ARM Institute (including robot grinding, human-robot collaboration, and modularized manufacturing) and discussing some new opportunities in applying AI and robotics in manufacturing domain.

PhD Thesis Defense
Extern
Robotics Institute,
Carnegie Mellon University

Improving Robot Capabilities Through Reconfigurability

GHC 6501

Abstract: Advancements in robot capabilities are often achieved through integrating more hardware components. These hardware additions often lead to systems with high power consumption, fragility, and difficulties in control and maintenance. However, is this approach the only path to enhancing robot functionality? In this talk, I introduce the PuzzleBots, a modular multi-robot system with passive [...]

Faculty Events

RI Faculty Business Meeting

Newell-Simon Hall 4305

Meeting for RI Faculty. Discussions include various department topics, policies, and procedures. Generally meets weekly.

RI Seminar
Krzysztof Skonieczny
Associate Professor
Electrical and Computer Engineering, Concordia University

Reduced-Gravity Flights and Field Testing for Lunar and Planetary Rovers

1305 Newell Simon Hall

Abstract: As humanity returns to the Moon and is developing outposts and related infrastructure, we need to understand how robots and work machines will behave in this harsh environment. It is challenging to find representative testing environments on Earth for Lunar and planetary rovers. To investigate the effects of reduced-gravity on interactions with granular terrains, [...]

PhD Thesis Proposal
PhD Student
Robotics Institute,
Carnegie Mellon University

Design Principles for Robotics Systems that Support Human-Human Collaborative Learning

GHC 6121

Abstract: Robots possess unique affordances granted by combining software and hardware. Most existing research focuses on the impact of these affordances on human-robot collaboration, but the theory of how robots can facilitate human-human collaboration is underdeveloped. Such theory would be beneficial in education. An educational device can afford collaboration in both assembly and use. This [...]

PhD Speaking Qualifier
PhD Student
Robotics Institute,
Carnegie Mellon University

Leveraging Parallelism to Accelerate Quadratic Program Solvers for MPC

GHC 8102

Abstract: Many problems in robotics can be formulated as quadratic programs (QPs). In particular, model-predictive control problems often involve repeatedly solving QPs at very high rates (up to kilohertz). However, while other areas of robotics like machine learning have achieved high performance by taking advantage of parallelism on modern computing hardware, state-of-the-art algorithms for solving [...]

VASC Seminar
Mohit Gupta
Associate Professor
University of Wisconsin-Madison

Shedding Light on 3D Cameras

Newell-Simon Hall 3305

Abstract: The advent (and commoditization) of low-cost 3D cameras is revolutionizing many application domains, including robotics, autonomous navigation, human computer interfaces, and recently even consumer devices such as cell-phones. Most modern 3D cameras (e.g., LiDAR) are active; they consist of a light source that emits coded light into the scene, i.e., its intensity is modulated over [...]

PhD Thesis Proposal
PhD Student
Robotics Institute,
Carnegie Mellon University

Robust Incremental Distributed Collaborative Simultaneous Localization and Mapping

GHC 4405

Abstract: Multi-robot teams show exceptional promise across applications like Search-and-Rescue, disaster-response, agriculture, forestry, and scientific exploration due to their ability to go where humans cannot, parallelize activity, operate robustly to failures, and expand capabilities beyond that of an individual robot. Collaborative Simultaneous Localization and Mapping (C-SLAM) is a fundamental capability for these multi-robot teams as [...]

MSR Thesis Defense
PhD Student
Robotics Institute,
Carnegie Mellon University

Towards Equitable Representation in Text-to-Image Generation

Gates Hillman Center 4405

Abstract: Accurate representation in media is known to improve the well-being of the people who consume it. There is a growing concern about the increasing use of generative AI in media as the generative image models trained on large web-crawled datasets such as LAION are known to produce images with harmful stereotypes and misrepresentations of various groups, [...]