2 papers
stat.ML2024
Learning conditional distributions on continuous spaces
Cyril Bénézet, Ziteng Cheng, Sebastian Jaimungal
We investigate sample-based learning of conditional distributions on multi-dimensional unit boxes, allowing for different dimensions of the feature and target spaces. Our approach…
cs.LG2023
Distributional Method for Risk Averse Reinforcement Learning
Ziteng Cheng, Sebastian Jaimungal, Nick Martin
We introduce a distributional method for learning the optimal policy in risk averse Markov decision process with finite state action spaces, latent costs, and stationary dynamics.…