Modeling experiential learning: The challenges posed by threshold dynamics for sustainable renewable resource management

[1]  J. Neumann,et al.  Theory of games and economic behavior , 1945, 100 Years of Math Milestones.

[2]  G. Hardin,et al.  The Tragedy of the Commons , 1968, Green Planet Blues.

[3]  Carl J. Walters,et al.  ECOLOGICAL OPTIMIZATION AND ADAPTIVE MANAGEMENT , 1978 .

[4]  A. Tversky,et al.  Prospect theory: analysis of decision under risk , 1979 .

[5]  D. Kolb.  Experiential Learning: Experience as the Source of Learning and Development , 1983 .

[6]  J. Steele,et al.  Modeling long-term fluctuations in fish stocks. , 1984, Science.

[7]  R. H. Myers.  Classical and modern regression with applications , 1986 .

[8]  A. Rapoport,et al.  Discount rates inferred from decisions: an experimental study , 1987 .

[9]  U. Ben-Zion,et al.  Discount rates inferred from decisions: an experimental study , 1989 .

[10]  F. Girosi,et al.  Networks for approximation and learning , 1990, Proc. IEEE.

[11]  Carl J. Walters,et al.  Large‐Scale Management Experiments and Learning by Doing , 1990 .

[12]  Elinor Ostrom,et al.  Governing the commons , 1990 .

[13]  Mahesan Niranjan,et al.  On-line Q-learning using connectionist systems , 1994 .

[14]  Andrew W. Moore,et al.  Reinforcement Learning: A Survey , 1996, J. Artif. Intell. Res..

[15]  C. Holling,et al.  Command and Control and the Pathology of Natural Resource Management , 1996 .

[16]  Andrew G. Barto,et al.  Reinforcement learning , 1998 .

[17]  Simon Haykin,et al.  Neural Networks: A Comprehensive Foundation , 1998 .

[18]  S. Carpenter,et al.  Managing the Resilience of Lakes: A Multi-agent Modeling Approach , 1999 .

[19]  Marco A. Janssen,et al.  An adaptive agent model for analysing co-evolution of management and policies in a complex rangeland system , 2000 .

[20]  C. Folke,et al.  Local Ecological Knowledge and Institutional Dynamics for Ecosystem Management: A Study of Lake Racken Watershed, Sweden , 2001, Ecosystems.

[21]  S. Carpenter,et al.  Catastrophic shifts in ecosystems , 2001, Nature.

[22]  Manuela M. Veloso,et al.  Multiagent learning using a variable learning rate , 2002, Artif. Intell..

[23]  J. Doyle,et al.  Reverse Engineering of Biological Complexity , 2002, Science.

[24]  Simon A. Levin,et al.  Complex adaptive systems: Exploring the known, the unknown and the unknowable , 2002 .

[25]  Shigeo Abe,et al.  A fast incremental learning algorithm of RBF networks with long-term memory , 2003, Proceedings of the International Joint Conference on Neural Networks, 2003..

[26]  F. Berkes.  Alternatives to Conventional Management: Lessons from Small-Scale Fisheries , 2003 .

[27]  Seiichi Ozawa,et al.  Incremental learning in dynamic environments using neural network with long-term memory , 2003, Proceedings of the International Joint Conference on Neural Networks, 2003..

[28]  E. Ostrom,et al.  The Struggle to Govern the Commons , 2003, Science.

[29]  W. A. Brock,et al.  Managing Systems with Non-convex Positive Feedback , 2003 .

[30]  Jonathan D. Cohen,et al.  Computational roles for dopamine in behavioural control , 2004, Nature.

[31]  Richard S. Sutton,et al.  Reinforcement learning with replacing eligibility traces , 2004, Machine Learning.

[32]  Tomaso Poggio,et al.  Generalization in vision and motor control , 2004, Nature.

[33]  C. S. Holling.  Adaptive Environmental Assessment and Management , 2005 .

[34]  Christopher J. Fonnesbeck,et al.  SOLVING DYNAMIC WILDLIFE RESOURCE OPTIMIZATION PROBLEMS USING REINFORCEMENT LEARNING , 2005 .

[35]  Richard S. Sutton,et al.  Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.

[36]  J. Norberg,et al.  ADAPTIVE GOVERNANCE OF SOCIAL-ECOLOGICAL SYSTEMS , 2005 .

[37]  Ioan Fazey,et al.  Learning more effectively from experience , 2005 .

[38]  Jon Norberg,et al.  Information Network Topologies for Enhanced Local Adaptive Management , 2005, Environmental management.

[39]  Leigh Tesfatsion,et al.  Handbook of Computational Economics, Volume 2: Agent-Based Computational Economics (Handbook of Computational Economics) , 2006 .

[40]  C. Folke.  RESILIENCE: THE EMERGENCE OF A PERSPECTIVE FOR SOCIAL-ECOLOGICAL SYSTEMS ANALYSES , 2006 .

[41]  Colin W. Clark,et al.  The Worldwide Crisis in Fisheries: Economic Models And Human Behavior , 2006 .

[42]  A. Tversky,et al.  Prospect theory: an analysis of decision under risk — Source link , 2007 .

[43]  C. Moloney,et al.  Fisheries, Ecology and Modelling: an historical perspective , 2007 .

[44]  Armando A. Rodriguez,et al.  Panaceas, uncertainty, and the robust control framework in sustainability science , 2007, Proceedings of the National Academy of Sciences.

[45]  R. Hilborn.  Moving to Sustainability by Learning from Successful Fisheries , 2007, Ambio.

[46]  Samuel M. McClure,et al.  Short-term memory traces for action bias in human reinforcement learning , 2007, Brain Research.

[47]  N. Stern.  The Economics of Climate Change: Implications of Climate Change for Development , 2007 .

[48]  C. Walters.  Is Adaptive Management Helping to Solve Fisheries Problems? , 2007, Ambio.

[49]  Herbert Gintis,et al.  Handbook of Computational Economics: Agent-Based Computational Economics (Handbook of Computational Economics S.) by K. L. Judd, L. Tesfatsion, M. D. Intriligator and Kenneth J. Arrow (eds.) , 2007, J. Artif. Soc. Soc. Simul..

[50]  Colin Camerer,et al.  A framework for studying the neurobiology of value-based decision making , 2008, Nature Reviews Neuroscience.

[51]  S. Engel,et al.  Exploiting common resources with capital-intensive technologies: the role of external forces , 2008, Environment and Development Economics.

[52]  J. Norberg,et al.  Complexity Theory for a Sustainable Future , 2008 .

[53]  Wisdom Akpalu.  Fishing regulations, individual discount rate, and fisherman behaviour in a developing country fishery , 2008, Environment and Development Economics.

[54]  A. Duit,et al.  Governance and Complexity—Emerging Issues for Governance Theory , 2008 .

[55]  S. Levin,et al.  Resilience, Robustness, and Marine Ecosystem-based Management , 2008 .

[56]  Derek R. Armitage,et al.  Adaptive co-management and the paradox of learning , 2008 .

[57]  J. Castilla,et al.  Artisanal fishers' perceptions regarding coastal co-management policies in Chile and their potentials to scale-up marine biodiversity conservation , 2009 .

[58]  Fikret Berkes,et al.  Evolution of co-management: role of knowledge generation, bridging organizations and social learning. , 2009, Journal of environmental management.

[59]  F. Chapin,et al.  A safe operating space for humanity , 2009, Nature.

[60]  S. Carpenter,et al.  Turning back from the brink: Detecting an impending regime shift in time to avert it , 2009, Proceedings of the National Academy of Sciences.

[61]  P. Glimcher,et al.  The Neurobiology of Decision: Consensus and Controversy , 2009, Neuron.

[62]  Bradley C. Love,et al.  Short-term gains, long-term pains: How cues about state aid learning in dynamic environments , 2009, Cognition.

[63]  K. Arrow.  The Economic Implications of Learning by Doing , 1962 .

[64]  Timothy J. Pleskac,et al.  Theoretical tools for understanding and aiding dynamic decision making , 2009 .

[65]  Ratana Chuenpagdee,et al.  Fisheries and coastal governance as a wicked problem , 2009 .

[66]  M. Marschke,et al.  Learning for sustainability: participatory resource management in Cambodian fishing villages. , 2009, Journal of environmental management.

[67]  P. Montague,et al.  Theoretical and Empirical Studies of Learning , 2009 .

[68]  Cecilia Lundholm,et al.  Resilience in social–ecological systems: the roles of learning and education , 2010 .

[69]  B. Crona,et al.  Research, part of a Special Feature on Social Network Analysis in Natural Resource Governance Power Asymmetries in Small-Scale Fisheries: a Barrier to Governance Transformability? , 2010 .

[70]  Berkeley,et al.  Critical transitions in nature and society , 2009, Choice Reviews Online.

[71]  C. Clark.  Mathematical Bioeconomics: The Mathematics of Conservation , 2010 .

[72]  Elinor Ostrom,et al.  Analyzing the dynamic complexity of development interventions: lessons from an irrigation experiment in Nepal , 2010 .

[73]  S. Polasky,et al.  Optimal Management with Potential Regime Shifts , 2010, SSRN Electronic Journal.

[74]  Eli P. Fenichel,et al.  Managing ecological thresholds in coupled environmental–human systems , 2011, Proceedings of the National Academy of Sciences.

[75]  Nicolás L. Gutiérrez,et al.  Leadership, social capital and incentives promote successful fisheries , 2011, Nature.

[76]  Craig R Allen,et al.  Adaptive management for a turbulent future. , 2011, Journal of environmental management.

[77]  S. Schuster.  BRA: An Algorithm for Simulating Bounded Rational Agents , 2012 .

[78]  K. Arrow,et al.  Social-ecological systems as complex adaptive systems: modeling and policy implications , 2012, Environment and Development Economics.

[79]  S. Carpenter,et al.  Anticipating Critical Transitions , 2012, Science.

[80]  Stephen Polasky,et al.  Regime shifts and management , 2012 .

[81]  Birgit Müller,et al.  NEW HORIZONS FOR MANAGING THE ENVIRONMENT: A REVIEW OF COUPLED SOCIAL‐ECOLOGICAL SYSTEMS MODELING , 2012 .

[82]  Anne-Sophie Crépin,et al.  Managing resources with potential regime shifts Using experiments to explore social – ecological linkages in common resource systems , 2012 .

[83]  B. Crona,et al.  Linking a conceptual framework on systems thinking with experiential knowledge , 2016 .