114 citations · 292 across the 9 of their papers we have counts for
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nlin.AO2023★ 52 cited
Collective behavior from surprise minimization
Conor Heins, Beren Millidge, Lancelot da Costa +3
Collective motion is ubiquitous in nature; groups of animals, such as fish, birds, and ungulates appear to move as a whole, exhibiting a rich behavioral repertoire that ranges from…
nlin.AO2021★ 21 cited
Modeling the effects of environmental and perceptual uncertainty using deterministic reinforcement learning dynamics with partial observability
Wolfram Barfuss, Richard P. Mann
Assessing the systemic effects of uncertainty that arises from agents' partial observation of the true states of the world is critical for understanding a wide range of scenarios.…