Recent Advances in AI for Computational Sustainability

This column surveys selected papers in computational sustainability from the 30th AAAI Conference on Artificial Intelligence.

[1]  Robert P. Anderson,et al.  Maximum entropy modeling of species geographic distributions , 2006 .

[2]  Matthew L. Ginsberg,et al.  Green Driver: AI in a Microcosm , 2011, AAAI.

[3]  Xiaoli Z. Fern,et al.  Multi-Instance Multi-Label Class Discovery: A Computational Approach for Assessing Bird Biodiversity , 2016, AAAI.

[4]  Ernest Mwebaze,et al.  Modeling and Monitoring Crop Disease in Developing Countries , 2011, AAAI.

[5]  Milind Tambe,et al.  Preventing Illegal Logging: Simultaneous Optimization of Resource Teams and Tactics for Security , 2016, AAAI.

[6]  Elizabeth Bradley,et al.  Water Conservation Through Facilitation on Residential Landscapes , 2011, AAAI.

[7]  Pat Langley,et al.  Using equation discovery to revise an Earth ecosystem model of the carbon net production , 2003 .

[8]  David Poole,et al.  Policy Gradient Planning for Environmental Decision Making with Existing Simulators , 2011, AAAI.

[9]  Nils J. Nilsson,et al.  Artificial Intelligence , 1974, IFIP Congress.

[10]  Andreas Krause,et al.  Dynamic Resource Allocation in Conservation Planning , 2011, AAAI.

[11]  Hui Li,et al.  Hybrid Planning with Temporally Extended Goals for Sustainable Ocean Observing , 2011, AAAI.

[12]  Pascal Van Hentenryck,et al.  Benders Decomposition for Large-Scale Prescriptive Evacuations , 2016, AAAI.

[13]  Thomas G. Dietterich,et al.  Incorporating Boosted Regression Trees into Ecological Latent Variable Models , 2011, AAAI.

[14]  Manish Marwah,et al.  Discovering Life Cycle Assessment Trees from Impact Factor Databases , 2011, AAAI.

[15]  William Stanley Jevons,et al.  The Coal Question: An Inquiry Concerning the Progress of the Nation, and the Probable Exhaustion of Our Coal-Mines , 2009 .

[16]  Vasant Honavar,et al.  Verifying Intervention Policies to Counter Infection Propagation over Networks: A Model Checking Approach , 2011, AAAI.

[17]  Carla P. Gomes,et al.  The Steiner Multigraph Problem: Wildlife Corridor Design for Multiple Species , 2011, AAAI.

[18]  Jon M. Conrad,et al.  Incorporating Economic and Ecological Information into the Optimal Design of Wildlife Corridors , 2010 .

[19]  Jie Zhang,et al.  Multiagent-Based Route Guidance for Increasing the Chance of Arrival on Time , 2016, AAAI.

[20]  Bo An,et al.  Deploying PAWS: Field Optimization of the Protection Assistant for Wildlife Security , 2016, AAAI.

[21]  Manuela M. Veloso,et al.  Learned Behaviors of Multiple Autonomous Agents in Smart Grid Markets , 2011, AAAI.

[22]  Jeroen Hermans,et al.  Energy- and Cost-Efficient Pumping Station Control , 2016, AAAI.

[23]  Lingzi Hong,et al.  Topic Models to Infer Socio-Economic Maps , 2016, AAAI.

[24]  J. Zico Kolter,et al.  A Large-Scale Study on Predicting and Contextualizing Building Energy Usage , 2011, AAAI.

[25]  Sarvapali D. Ramchurn,et al.  An Axiomatic Framework for Ex-Ante Dynamic Pricing Mechanisms in Smart Grid , 2016, AAAI.

[26]  Marek Petrik,et al.  Linear Dynamic Programs for Resource Management , 2011, AAAI.

[27]  Jane Elith,et al.  Logistic Methods for Resource Selection Functions and Presence-Only Species Distribution Models , 2011, AAAI.

[28]  Eric Bonabeau,et al.  Agent-based modeling: Methods and techniques for simulating human systems , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[29]  Pascal Van Hentenryck,et al.  Optimizing Infrastructure Enhancements for Evacuation Planning , 2016, AAAI.

[30]  Barry O'Sullivan,et al.  Optimizing Energy Costs in a Zinc and Lead Mine , 2016, AAAI.

[31]  William Sims Bainbridge,et al.  Leadership in science and technology : a reference handbook , 2012 .

[32]  Douglas H. Fisher,et al.  Recent Advances in AI for Computational Sustainability , 2012, IEEE Intelligent Systems.

[33]  Pradeep Varakantham,et al.  Robust Decision Making for Stochastic Network Design , 2016, AAAI.

[34]  Peter Stone,et al.  Enforcing Liveness in Autonomous Traffic Management , 2011, AAAI.

[35]  Stefano Ermon,et al.  Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping , 2015, AAAI.

[36]  Shlomo Zilberstein,et al.  Optimizing Resilience in Large Scale Networks , 2016, AAAI.

[37]  Stochastic Model Predictive Controller for the Integration of Building Use and Temperature Regulation , 2011, AAAI.

[38]  Amit P. Sheth,et al.  Understanding City Traffic Dynamics Utilizing Sensor and Textual Observations , 2016, AAAI.

[39]  Martin Leucker,et al.  Efficient Energy-Optimal Routing for Electric Vehicles , 2011, AAAI.