Harley Wiltzer
Research
- Foundations of Multivariate Distributional Reinforcement Learning.
Harley Wiltzer, Jesse Farebrother, Arthur Gretton, Mark Rowland
Preprint, 2024 - A
Distributional Analogue to the Successor Representation.
Harley Wiltzer*, Jesse Farebrother*, Arthur Gretton, Yunhao Tang, Andre Barreto, Will Dabney, Marc G. Bellemare, Mark Rowland
International Conference on Machine Learning, 2024 Spotlight (top 3.5%) - Policy Optimization in a Noisy
Neighborhood: On Return Landscapes in Continuous
Control.
Nate Rahn*, Pierluca D'Oro*, Harley Wiltzer, Pierre-Luc Bacon, Marc G. Bellemare
Neural Information Processing Systems, 2023 - Distributional Hamilton-Jacobi-Bellman Equations for
Continuous-Time Reinforcement Learning.
Harley Wiltzer, David Meger, Marc G. Bellemare
International Conference on Machine Learning, 2022 - On the Evolution of Return Distributions in Continuous-Time
Reinforcement Learning.
M.Sc. Thesis.