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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.ML2025
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…