Siska, David

2 publications

ICLR 2026 Convergence of an Actor-Critic Gradient Flow for Entropy Regularised MDPs in General Spaces Denis Zorba, David Siska, Lukasz Szpruch

ICML 2022 Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime James-Michael Leahy, Bekzhan Kerimkulov, David Siska, Lukasz Szpruch