Search Results for author: Padmanaba Srinivasan

Found 2 papers, 1 papers with code

Offline Reinforcement Learning with Behavioral Supervisor Tuning

no code implementations25 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.

Offline RL reinforcement-learning +1

Time-series Transformer Generative Adversarial Networks

3 code implementations23 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.

Time Series Time Series Analysis

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