Bridging adaptive management and reinforcement learning for more robust decisions

M Chapman, L Xu, M Lapeyrolerie… - … Transactions of the …, 2023 - royalsocietypublishing.org
From out-competing grandmasters in chess to informing high-stakes healthcare decisions,
emerging methods from artificial intelligence are increasingly capable of making complex …

Disparate impact in big data policing

AD Selbst - Ga. L. Rev., 2017 - HeinOnline
Machine-driven decision-making is everywhere. Decisions based on machine learning
algorithms are supplementing or replacing human decision-making in vastly different …

Adaptive management in groundwater planning and development: A review of theory and applications

JA Thomann, AD Werner, DJ Irvine, MJ Currell - Journal of Hydrology, 2020 - Elsevier
Adaptive management (AM) is an approach that uses targeted monitoring and investigation
to improve future management practices in a structured and iterative way through …

Adaptive management for a turbulent future

CR Allen, JJ Fontaine, KL Pope… - Journal of environmental …, 2011 - Elsevier
The challenges that face humanity today differ from the past because as the scale of human
influence has increased, our biggest challenges have become global in nature, and formerly …

Private environmental governance

MP Vandenbergh - Cornell L. Rev., 2013 - HeinOnline
Environmental law is not what it once was. It is no longer just a subfield of positive law,
namely administrative law, starting with mandates in the form of statutes, translated into …

Designing administrative law for adaptive management

RK Craig, JB Ruhl - Vand. L. Rev., 2014 - HeinOnline
In the never-ending project to build a better regulatory state mousetrap, two of the most
seductive reinvention models to emerge over the past few decades have been market …

General design principles for resilience and adaptive capacity in legal systems-with applications to climate change adaptation

JB Ruhl - NCL Rev., 2010 - HeinOnline
Climate change soon will begin to disrupt the settled expectations of humans. Rising sea
levels, persistent drought where water has been abundant, longer growing seasons in some …

[图书][B] Adaptive management

CR Allen, AS Garmestani - 2015 - Springer
Adaptive management is an approach to natural resource management that emphasizes
learning through management where knowledge is incomplete, and when, despite inherent …

[HTML][HTML] Balancing stability and flexibility in adaptive governance: an analysis of tools available in US environmental law

RK Craig, AS Garmestani, CR Allen… - Ecology and society …, 2017 - ncbi.nlm.nih.gov
Adaptive governance must work “on the ground,” that is, it must operate through structures
and procedures that the people it governs perceive to be legitimate and fair, as well as …

A critical assessment of collaborative adaptive management in practice

L Susskind, AE Camacho… - Journal of Applied …, 2012 - Wiley Online Library
Collaborative adaptive management (CAM) is regularly touted as the best way to handle
natural resource management in the face of uncertainty, change and conflict. Successful …