[slides] Bayesian online learning in non-stationary environments

(B)ayesian (O)nline learning in (N)on-stationary (E)nvironments Paper: arxiv/2411.10153 Slides: bone/talk Repo: gerdm/BONE How do we create agents that can continually learn and adapt to their environment? Two requirements: The ability to learn continually from streaming datasets. The ability to adapt when the data-generating process changes. We present a Bayesian perspective to tackle these two…