no code implementations • 25 Apr 2024 • Padmanaba Srinivasan, William Knottenbelt
Offline reinforcement learning (RL) algorithms are applied to learn performant, well-generalizing policies when provided with a static dataset of interactions.
3 code implementations • 23 May 2022 • Padmanaba Srinivasan, William J. Knottenbelt
We consider limitations posed specifically on time-series data and present a model that can generate synthetic time-series which can be used in place of real data.