Ryan W. Murray

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 15

Top Topics

Reinforcement Learning

Fictitious Play

Nash Equilibria

Top Venues

SIAM J. Math. Data Sci.

IEEE Trans. Autom. Control.

Games Econ. Behav.

Publications

Martin Molina-Fructuoso, Ryan W. Murray
Tukey Depths and Hamilton-Jacobi Differential Equations. SIAM J. Math. Data Sci. 4 (2) (2022)
Brian Swenson, Ryan W. Murray, H. Vincent Poor, Soummya Kar
Distributed Gradient Flow: Nonsmoothness, Nonconvexity, and Saddle Point Evasion. IEEE Trans. Autom. Control. 67 (8) (2022)
Brian Swenson, Ryan W. Murray, Soummya Kar
Regular potential games. Games Econ. Behav. 124 (2020)
Brian Swenson, Ryan W. Murray, H. Vincent Poor, Soummya Kar
Distributed Gradient Flow: Nonsmoothness, Nonconvexity, and Saddle Point Evasion. CoRR (2020)
Nicolás García Trillos, Ryan W. Murray
A Maximum Principle Argument for the Uniform Convergence of Graph Laplacian Regressors. SIAM J. Math. Data Sci. 2 (3) (2020)
Ryan W. Murray, Brian Swenson, Soummya Kar
Revisiting Normalized Gradient Descent: Fast Evasion of Saddle Points. IEEE Trans. Autom. Control. 64 (11) (2019)
Ryan W. Murray, Michele Palladino
Modelling uncertainty in reinforcement learning. CDC (2019)
Brian Swenson, Ryan W. Murray, H. Vincent Poor, Soummya Kar
Distributed Gradient Descent: Nonconvergence to Saddle Points and the Stable-Manifold Theorem. CoRR (2019)
Brian Swenson, Ryan W. Murray, H. Vincent Poor, Soummya Kar
Distributed Gradient Descent: Nonconvergence to Saddle Points and the Stable-Manifold Theorem. Allerton (2019)
Brian Swenson, Ryan W. Murray, Soummya Kar, H. Vincent Poor
Best-Response Dynamics in Continuous Potential Games: Non-Convergence to Saddle Points. ACSSC (2018)
Ryan W. Murray, Michele Palladino
A model for system uncertainty in reinforcement learning. Syst. Control. Lett. 122 (2018)
Brian Swenson, Ryan W. Murray, Soummya Kar
On Best-Response Dynamics in Potential Games. SIAM J. Control. Optim. 56 (4) (2018)
Brian Swenson, Ryan W. Murray, Soummya Kar
Regular Potential Games. CoRR (2017)
Brian Swenson, Ryan W. Murray, Soummya Kar
Fictitious Play in Potential Games. CoRR (2017)
Ryan W. Murray, Robert L. Pego
Algebraic Decay to Equilibrium for the Becker-Döring Equations. SIAM J. Math. Anal. 48 (4) (2016)