Rahul Savani

Full Professor, University of Liverpool

Full Professor, Alan Turing Institute

Joined

July 2019

Names

Rahul Savani

Emails

****@liverpool.ac.uk (Confirmed)

Personal Links

Career & Education History

Full Professor

University of Liverpool (liverpool.ac.uk)

2009 – Present

Full Professor

Alan Turing Institute (turing.ac.uk)

2023 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Bernhard von Stengel

2002 – 2006

Expertise

Computational Game Theory

Present

Equilibrium Computation

Present

Multi-agent Reinforcement Learning

Present

Publications

MACS: Multi-Agent Reinforcement Learning for Optimization of Crystal Structures
Elena Zamaraeva, Christopher Collins, George R Darling, Matthew Stephen Dyer, Bei Peng, Rahul Savani, Dmytro Antypov, Vladimir Gusev, Judith Clymo, Paul G. Spirakis, Matthew Rosseinsky
- NeurIPS 2025 poster
- Readers: Everyone
Supplier Competition on Subscription-Based Platforms in the Presence of Recommender Systems
Jacopo Castellini, Amelia Fletcher, Peter L. Ormosi, Rahul Savani
- OpenReview Archive Direct Upload
- Readers: Everyone
Investigating extrapolation and low-data challenges via contrastive learning of chemical compositions
Federico Ottomano, Giovanni De Felice, Rahul Savani, Vladimir Gusev, Matthew Rosseinsky
- AI4Mat-2023 Spotlight
- Readers: Everyone
The Complexity of Gradient Descent: CLS = PPAD ∩ PLS
John Fearnley, Paul Goldberg, Alexandros Hollender, Rahul Savani
- Feb 2023 (modified: 28 Mar 2023)
- J. ACM 2023
- Readers: Everyone
Biased Recommender Systems And Supplier Competition
Amelia Fletcher, Peter L. Ormosi, Rahul Savani, Jacopo Castellini
- 18 Jan 2023 (modified: 01 Oct 2024)
- OpenReview Archive Direct Upload
- Readers: Everyone
First Order Methods for Geometric Optimization of Crystal Structures
Antonia Tsili, Matthew Dyer, Vladimir Gusev, Piotr Krysta, Rahul Savani
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone
Sample-based Approximation of Nash in Large Many-Player Games via Gradient Descent
Ian M. Gemp, Rahul Savani, Marc Lanctot, Yoram Bachrach, Thomas W. Anthony, Richard Everett, Andrea Tacchetti, Tom Eccles, János Kramár
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- AAMAS 2022
- Readers: Everyone
A Faster Algorithm for Finding Tarski Fixed Points
John Fearnley, Dömötör Pálvölgyi, Rahul Savani
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ACM Trans. Algorithms 2022
- Readers: Everyone
Market Making with Scaled Beta Policies
Joseph Jerome, Gregory Palmer, Rahul Savani
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
Consensus Multiplicative Weights Update: Learning to Learn using Projector-based Game Signatures
Nelson Vadori, Rahul Savani, Thomas Spooner, Sumitra Ganesh
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ICML 2022
- Readers: Everyone

View all 123 publications

Co-Authors

View all 104 co-authors