Pinned Repositories
pml2-book
Probabilistic Machine Learning: Advanced Topics
ApproxPOMDPs
Code for the AISTATS 2024 paper: Eich, Yannick, Bastian Alt and Heinz Koeppl. "Approximate Control for Continuous-Time POMDPs". International Conference on Artificial Intelligence and Statistics (AISTATS), 2024.
v238
Proceedings of AISTATS 2024
yannickeich's Repositories
yannickeich/ApproxPOMDPs
Code for the AISTATS 2024 paper: Eich, Yannick, Bastian Alt and Heinz Koeppl. "Approximate Control for Continuous-Time POMDPs". International Conference on Artificial Intelligence and Statistics (AISTATS), 2024.
yannickeich/NeuralMJP
Code accompanying the paper "Neural Markov Jump Processes" published at ICML 2023.
yannickeich/QRE-MFG
Accompanying code for the paper "Bounded Rationality Equilibrium Learning in Mean Field Games" by Y. Eich, C. Fabian, K. Cui, and H. Koeppl. Proceedings of the AAAI Conference on Artificial Intelligence, 39, 2025.