39 citations · 140 across the 6 of their papers we have counts for
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cs.LG2022★ 6 cited
Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation
Milton L. Montero, Jeffrey S. Bowers, Rui Ponte Costa +2
Recent research has shown that generative models with highly disentangled representations fail to generalise to unseen combination of generative factor values. These findings contr…
cs.LG2021★ 39 cited
Learning offline: memory replay in biological and artificial reinforcement learning
Emma L. Roscow, Raymond Chua, Rui Ponte Costa +2
Learning to act in an environment to maximise rewards is among the brain's key functions. This process has often been conceptualised within the framework of reinforcement learning,…