31 citations · 69 across the 6 of their papers we have counts for
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cs.CY2022★ 4 cited
Power and accountability in reinforcement learning applications to environmental policy
Melissa Chapman, Caleb Scoville, Marcus Lapeyrolerie +1
Machine learning (ML) methods already permeate environmental decision-making, from processing high-dimensional data on earth systems to monitoring compliance with environmental reg…
physics.soc-ph2022★ 24 cited
Social-ecological feedbacks drive tipping points in farming system diversification
Melissa Chapman, Serge Wiltshire, Patrick Baur +16
The emergence and impact of tipping points have garnered significant interest in both the social and natural sciences. Despite widespread recognition of the importance of feedbacks…