Welcome to the Poonawala Lab website. Our lab aims to develop automated algorithms that robots use to design provably safe controllers for unseen environments using data, without human intervention. Current algorithms that provide all three features (provably safe, data-driven, human-oversight-free) in their controllers are highly application-specific. We believe that expertise in machine learning, dynamics, control theory, and artificial intelligence is critical to developing more general algorithms.
Our current work focuses on robot navigation and contact-rich manipulation. More information can be found on our research page.
News
- May 9, 2024 Paper on Path-Following Verification accepted to IEEE Control Systems Letters
- Dec 19, 2023 Varun Hariprasad accepted to MIT
- Dec 5, 2023 Paper on Digital Process Twins accepted to Production Engineering
- Sep 27, 2023 Allerton Conference Workshop presentation on automated stability analysis
- Jul 6, 2023 NSF EAGER Grant: Robust Data-Driven Robotic Manipulation via Bayesian Inference and Passivity-Based Control
- Jun 21, 2023 Paper on provably correct path-following accepted to IROS 2023
- Apr 14, 2023 David Yackzan defends his MS Thesis
- Apr 7, 2023 Stability Analysis and Controller Synthesis using Single-hidden-layer ReLU Neural Networks
- Dec 23, 2022 Robust Control for Dynamical Systems with Non-Gaussian Noise via Formal Abstractions
- May 31, 2022 NASA Research Award
- Apr 29, 2022 Benton Clark and Pouya Samanipour become PhD Candidates
- Feb 28, 2022 2022 AAAI Distinguished Paper Award
- Nov 22, 2021 South East Control Conference
- Jun 10, 2021 DoD ARL Grant on Smart Manufacturing
- Apr 14, 2021 Manufacturing Letters
- Mar 12, 2021 Journal of Robotics
- Jan 4, 2021 New Lab Members
- Dec 10, 2020 Letters of The Control Systems Society
- Dec 5, 2020 Automatica
- Nov 30, 2020 UK Igniting Research Collaborations Grant on AI Coaching Systems
- Aug 20, 2020 NASA Graduate Fellowship on AI in Thermofluidic simulations
- Mar 1, 2020 Department of Energy Grant For AI in Manufacturing
- Jul 28, 2019 Allerton Conference Workshop
- Jul 15, 2019 Conference on Decision and Control
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