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Karan Muvvala|Website Karan Muvvala|Linkedin

Hey, I am Karan, a Third-year Ph.D. student in the Aerospace Engineering Dept. at CU. I am currently working as a Research Assistant at Aria Systems advised by Dr. Morteza Lahijanian. At ARIA Systems group I work on developing theories and algorithms that enable robots to operate safely, robustly, and efficiently in unknown and dynamic environments. Currently, I am working on

  • Verifying the safety of complex autonomous systems modeled as neural networks and certifying their behaviors using Barrier Methods for Safe Autonomy.
  • And Synthesizing high-level strategies for a robotic manipulator operating in the presence of a human using game-theoretic approaches to enable more human-like behavior for robots.

My current research interest includes Formal Methods, Verification and Planning for Autonomous systems, Game Theory, and Control Theory.

Please reach out to if you have any questions in general at - [email protected]. Thank you!

For More Info check:

Checkout our lab's github repo to see what I have been upto!

Languages

Top Langs

NOTE: Top languages does not indicate my skill level or something like that, it's a github metric of which languages I have the most code on github, it's a new feature on github.

Karan Muvvala's Projects

corl icon corl

Correct-by-synthesis reinforcement learning with temporal logic constraints (CoRL)

fas icon fas

A Collection of optimized implementations of algorithms for the Feedback Arc Set problem

fond4ltlf icon fond4ltlf

FOND4LTLf translates an LTLf/PLTLf-FOND to standard FOND planning problems

gridworld_visualizer icon gridworld_visualizer

Small library for visualizing gridworlds by generating svgs styled and animated by css.

hugo-academic-fork icon hugo-academic-fork

🎓 Hugo Academic Theme. Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

learn-pddl icon learn-pddl

A repository containing personal notes on getting started with Planning Domain Definition Language(PDDL)

ltlctrlsyn icon ltlctrlsyn

Synthesis of a controller for system with linear dynamics using restricted LTL formula

prism-games icon prism-games

The main development version of the PRISM-games model checker, an extension of PRISM which supports stochastic games.

slugs icon slugs

SmalL bUt Complete GROne Synthesizer

summer_20_data_structures icon summer_20_data_structures

A personal repository for work done following the assignments in CSCI 2270-Data Structures course taught at CU Boulder

wombats icon wombats

The wombats grammatical inference library.

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