Aerospace Engineering Space Autonomy Lab

Latest Updates

News

Nov 2026

Meta-RL Paper Accepted

Our paper on meta-reinforcement learning for robust, non-greedy control barrier functions in spacecraft proximity operations has been accepted for publication.

Publication

2026

GATE Grant Awarded

Minduli received a Grants for Advancement of Teaching in Engineering (GATE) award from The Grainger College of Engineering to build an AI-based self-assessment tool that shows students, before a course starts, whether they are prepared for it.

Award

Aug 2026

New Journal Paper: CORTEX: An autonomous, end-to-end, convex-based framework for close-range rendezvous trajectory design and guidance with hardware testbed validation

Convex-based trajectory design and testing for close-range rendezvous.

Journal Article

Feb 2026

New Preprint: Meta-RL for Robust CBFs in Spacecraft Proximity Operations

A framework learning the full hierarchy of class-K functions in ICCBFs via meta-RL for safer, more fuel-efficient RPO.

arXiv 2602.07335

Jan 2026

New Preprint: Learning Safety-Guaranteed, Non-Greedy CBFs Using RL

Two-stage RL framework addressing conservatism and recoverability of ICCBFs for safety-critical spacecraft control.

arXiv 2602.00366

Dec 2025

Forbes 30 Under 30 — Science

Minduli named to the Forbes 30 Under 30 list for 2026 for pioneering spacecraft autonomy and debris removal technology.

Award

2026

Joining UIUC as Assistant Professor

Founding the Space Autonomy Lab in the Department of Aerospace Engineering at UIUC.

Appointment

2025

Visiting Scientist at MIT

Collaborating with Prof. Richard Linares on advanced autonomy and safety-critical guidance for spacecraft.

Collaboration

2025

RL Guidance Paper Published

Our paper on robust trajectory design using reinforcement learning with safety and observability considerations published in Aerospace Science & Technology.

Publication

2024–25

GTOC Podium Finishes

As part of TheAntipodes: 3rd place in GTOC11, 5th in GTOC12, and 3rd in GTOC13.

Competition

2025

CORTEX & GRASP Frameworks

Two frameworks for autonomous in-orbit servicing accepted for conference presentation.

Publication

Aerospace Engineering

Space Autonomy Lab

The Grainger College of Engineering
University of Illinois Urbana-Champaign

Email: minduli@illinois.edu