Prakash Panangaden

Prakash Panangaden

McGill University

H-index: 49

North America-Canada

About Prakash Panangaden

Prakash Panangaden, With an exceptional h-index of 49 and a recent h-index of 24 (since 2020), a distinguished researcher at McGill University, specializes in the field of Semantics, probabilistic systems, verification, machine learning, quantum information theory.

His recent articles reflect a diverse array of research interests and contributions to the field:

Polynomial Lawvere Logic

Policy Gradient Methods in the Presence of Symmetries and State Abstractions

Conditions on Preference Relations that Guarantee the Existence of Optimal Policies

A kernel perspective on behavioural metrics for markov decision processes

Behavioural equivalences for continuous-time Markov processes

Proceedings of the Twentieth International Conference on Quantum Physics and Logic

Behavioural pseudometrics for continuous-time diffusions

Structure in Machine Learning

Prakash Panangaden Information

University

Position

Professor of Computer Science

Citations(all)

11154

Citations(since 2020)

2294

Cited By

9936

hIndex(all)

49

hIndex(since 2020)

24

i10Index(all)

129

i10Index(since 2020)

59

Email

University Profile Page

McGill University

Google Scholar

View Google Scholar Profile

Prakash Panangaden Skills & Research Interests

Semantics

probabilistic systems

verification

machine learning

quantum information theory

Top articles of Prakash Panangaden

Title

Journal

Author(s)

Publication Date

Polynomial Lawvere Logic

arXiv preprint arXiv:2402.03543

Giorgio Bacci

Radu Mardare

Prakash Panangaden

Gordon Plotkin

2024/2/5

Policy Gradient Methods in the Presence of Symmetries and State Abstractions

Journal of Machine Learning Research

Prakash Panangaden

Sahand Rezaei-Shoshtari

Rosie Zhao

David Meger

Doina Precup

2024

Conditions on Preference Relations that Guarantee the Existence of Optimal Policies

Jonathan Colaço Carr

Prakash Panangaden

Doina Precup

2024/4/18

A kernel perspective on behavioural metrics for markov decision processes

arXiv preprint arXiv:2310.19804

Pablo Samuel Castro

Tyler Kastner

Prakash Panangaden

Mark Rowland

2023/10/5

Behavioural equivalences for continuous-time Markov processes

Mathematical Structures in Computer Science

Linan Chen

Florence Clerc

Prakash Panangaden

2023/4

Proceedings of the Twentieth International Conference on Quantum Physics and Logic

arXiv preprint arXiv:2308.15489

Shane Mansfield

Benoit Valîron

Vladimir Zamdzhiev

2023/8/23

Behavioural pseudometrics for continuous-time diffusions

arXiv preprint arXiv:2312.16729

Linan Chen

Florence Clerc

Prakash Panangaden

2023/12/27

Structure in Machine Learning

Prakash Panangaden

2023/8/2

Propositional logics for the Lawvere quantale

Electronic Notes in Theoretical Informatics and Computer Science

Giorgio Bacci

Radu Mardare

Prakash Panangaden

Gordon Plotkin

2023/11/23

Minimisation in logical form

Nick Bezhanishvili

Marcello M Bonsangue

Helle Hvid Hansen

Dexter Kozen

Clemens Kupke

...

2023/8/2

A categorical characterization of relative entropy on standard Borel spaces

Logical Methods in Computer Science

Nicolas Gagné

Prakash Panangaden

2023/11/9

Optimal Approximate Minimization of One-Letter Weighted Finite Automata

arXiv preprint arXiv:2306.00135

Clara Lacroce

Borja Balle

Prakash Panangaden

Guillaume Rabusseau

2023/5/31

Towards an AAK theory approach to approximate minimization in the multi-letter case

arXiv preprint arXiv:2206.00172

Clara Lacroce

Prakash Panangaden

Guillaume Rabusseau

2022/6/1

Bisimulation metrics and norms for real-weighted automata

Information and Computation

Borja Balle

Pascale Gourdeau

Prakash Panangaden

2022/1/1

Sum and Tensor of Quantitative Effects

arXiv preprint arXiv:2212.11784

Giorgio Bacci

Radu Mardare

Prakash Panangaden

Gordon Plotkin

2022/12/22

Continuous mdp homomorphisms and homomorphic policy gradient

Advances in Neural Information Processing Systems

Sahand Rezaei-Shoshtari

Rosie Zhao

Prakash Panangaden

David Meger

Doina Precup

2022/12/6

Riemannian diffusion models

Advances in Neural Information Processing Systems

Chin-Wei Huang

Milad Aghajohari

Joey Bose

Prakash Panangaden

Aaron C Courville

2022/12/6

Augmenting human selves through artificial agents–Lessons from the brain

Frontiers in Computational Neuroscience

Georg Northoff

Maia Fraser

John Griffiths

Dimitris A Pinotsis

Prakash Panangaden

...

2022/6/23

Ackermann Award 2020

29th EACSL Annual Conference on Computer Science Logic

Mikołaj Bojańczyk

Prakash Panangaden

Thomas Schwentick

2021/1

Tensor of quantitative equational theories

Giorgio Bacci

Radu Mardare

Prakash Panangaden

Gordon D Plotkin

2021/9/3

See List of Professors in Prakash Panangaden University(McGill University)