1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2025
Prequential posteriors
Shreya Sinha-Roy, Richard G. Everitt, Christian P. Robert +1
Data assimilation is a fundamental task in updating forecasting models upon observing new data, with applications ranging from weather prediction to online reinforcement learning.…
stat.ML2024★ 1 cited
Generalized Bayesian deep reinforcement learning
Shreya Sinha Roy, Richard G. Everitt, Christian P. Robert +1
Bayesian reinforcement learning (BRL) is a method that merges principles from Bayesian statistics and reinforcement learning to make optimal decisions in uncertain environments. As…