James-Michael Leahy

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 3

Top Topics

Policy Gradient

Markov Decision Processes

Top Venues

Publications

Bekzhan Kerimkulov, James-Michael Leahy, David Siska, Lukasz Szpruch, Yufei Zhang
A Fisher-Rao gradient flow for entropy-regularised Markov decision processes in Polish spaces. CoRR (2023)
James-Michael Leahy, Bekzhan Kerimkulov, David Siska, Lukasz Szpruch
Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime. ICML (2022)
Bekzhan Kerimkulov, James-Michael Leahy, David Siska, Lukasz Szpruch
Convergence of policy gradient for entropy regularized MDPs with neural network approximation in the mean-field regime. CoRR (2022)