AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N.

Sunil Srinivasa Tianyu Zhang Andrew Robert Williams Phillip Wozny Kai-Hendrik Cohrs Koen Ponse Marco Jiralerspong Soham R. Phade Sunil Srinivasa Lu Li Yang Zhang Prateek Gupta Erman Acar Irina Rish Yoshua Bengio Stephan Zheng AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N. 2025 ICML https://proceedings.mlr.press/v267/zhang25ce.html https://openreview.net/forum?id=PX29zF9wRb conf/icml/2025 db/conf/icml/icml2025.html#ZhangWWCPJPSLZG25

Yoshua Bengio Prateek Gupta Lu Li Soham Phade Sunil Srinivasa Andrew Williams 0008 Tianyu Zhang Yang Zhang Stephan Zheng AI For Global Climate Cooperation 2023 Competition Proceedings. 2023 abs/2307.06951 CoRR https://doi.org/10.48550/arXiv.2307.06951 db/journals/corr/corr2307.html#abs-2307-06951

Tian Lan 0006 Sunil Srinivasa Huan Wang 0016 Stephan Zheng WarpDrive: Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU. 316:1-316:6 2022 23 J. Mach. Learn. Res. https://jmlr.org/papers/v23/22-0185.html db/journals/jmlr/jmlr23.html#LanSWZ22

Tianyu Zhang Andrew Williams 0008 Soham Phade Sunil Srinivasa Yang Zhang Prateek Gupta Yoshua Bengio Stephan Zheng AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N. 2022 abs/2208.07004 CoRR https://doi.org/10.48550/arXiv.2208.07004 db/journals/corr/corr2208.html#abs-2208-07004

Stephan Zheng Alexander Trott Sunil Srinivasa David C. Parkes Richard Socher The AI Economist: Optimal Economic Policy Design via Two-level Deep Reinforcement Learning. 2021 abs/2108.02755 CoRR https://arxiv.org/abs/2108.02755 db/journals/corr/corr2108.html#abs-2108-02755

Alexander Trott Sunil Srinivasa Douwe van der Wal Sebastien Haneuse Stephan Zheng Building a Foundation for Data-Driven, Interpretable, and Robust Policy Design using the AI Economist. 2021 abs/2108.02904 CoRR https://arxiv.org/abs/2108.02904 db/journals/corr/corr2108.html#abs-2108-02904

Tian Lan Sunil Srinivasa Stephan Zheng WarpDrive: Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU. 2021 abs/2108.13976 CoRR https://arxiv.org/abs/2108.13976 db/journals/corr/corr2108.html#abs-2108-13976

Stephan Zheng Alexander Trott Sunil Srinivasa Nikhil Naik 0002 Melvin Gruesbeck David C. Parkes Richard Socher The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies. 2020 abs/2004.13332 CoRR https://arxiv.org/abs/2004.13332 db/journals/corr/corr2004.html#abs-2004-13332

Sunil Srinivasa Girish Kathalagiri Julu Subramanyam Varanasi Luis Carlos Quintela Mohamad Charafeddine Chi-Hoon Lee On Optimizing Operational Efficiency in Storage Systems via Deep Reinforcement Learning. 238-253 2018 ECML/PKDD (3) https://doi.org/10.1007/978-3-030-10997-4_15 conf/pkdd/2018-3 db/conf/pkdd/pkdd2018-3.html#SrinivasaKVQCL18

Nithyanand Kota Abhishek Mishra Sunil Srinivasa Xi Chen 0022 Pieter Abbeel A K-fold Method for Baseline Estimation in Policy Gradient Algorithms. 2017 abs/1701.00867 CoRR http://arxiv.org/abs/1701.00867 db/journals/corr/corr1701.html#KotaMSCA17

Sunil Srinivasa Martin Haenggi Combining stochastic geometry and statistical mechanics for the analysis and design of mesh networks. 110-122 2014 13 Ad Hoc Networks https://doi.org/10.1016/j.adhoc.2011.03.014 db/journals/adhoc/adhoc13.html#SrinivasaH14

Sunil Srinivasa Martin Haenggi A Statistical Mechanics-Based Framework to Analyze Ad Hoc Networks with Random Access. 618-630 2012 11 IEEE Trans. Mob. Comput. 4 https://doi.org/10.1109/TMC.2011.96 http://doi.ieeecomputersociety.org/10.1109/TMC.2011.96 db/journals/tmc/tmc11.html#SrinivasaH12

Sundaram Vanka Sunil Srinivasa Zhenhua Gong Peter Vizi Kostas Stamatiou Martin Haenggi Superposition Coding Strategies: Design and Experimental Evaluation. 2628-2639 2012 11 IEEE Trans. Wirel. Commun. 7 https://doi.org/10.1109/TWC.2012.051512.111622 db/journals/twc/twc11.html#VankaSGVSH12

Sundaram Vanka Sunil Srinivasa Martin Haenggi A practical approach to strengthen vulnerable downlinks using superposition coding. 3763-3768 2012 ICC https://doi.org/10.1109/ICC.2012.6364619 conf/icc/2012 db/conf/icc/icc2012.html#VankaSH12

Sunil Srinivasa Martin Haenggi Distance Distributions in Finite Uniformly Random Networks: Theory and Applications. 940-949 2010 59 IEEE Trans. Veh. Technol. 2 https://doi.org/10.1109/TVT.2009.2035044 db/journals/tvt/tvt59.html#SrinivasaH10

Sunil Srinivasa Martin Haenggi Throughput-delay-reliability tradeoffs in multihop networks with random access. 1117-1124 2010 Allerton https://doi.org/10.1109/ALLERTON.2010.5707035 conf/allerton/2010 db/conf/allerton/allerton2010.html#SrinivasaH10 Radha Krishna Ganti Zhenhua Gong Martin Haenggi Chia-han Lee Sunil Srinivasa David Tisza Sundaram Vanka Peter Vizi Implementation and Experimental Results of Superposition Coding on Software Radio. 1-5 2010 ICC https://doi.org/10.1109/ICC.2010.5502330 conf/icc/2010 db/conf/icc/icc2010.html#GantiGHLSTVV10 Sunil Srinivasa Martin Haenggi The TASEP: A Statistical Mechanics Tool to Study the Performance of Wireless Line Networks. 1-6 2010 ICCCN https://doi.org/10.1109/ICCCN.2010.5560136 conf/icccn/2010 db/conf/icccn/icccn2010.html#SrinivasaH10 Sunil Srinivasa Sudha Krishnamurthy CREST: An Opportunistic Forwarding Protocol Based on Conditional Residual Time. 1-9 2009 SECON https://doi.org/10.1109/SAHCN.2009.5168922 conf/secon/2009 db/conf/secon/secon2009.html#SrinivasaK09

Sunil Srinivasa Syed Ali Jafar The Optimality of Transmit Beamforming: A Unified View. 1558-1564 2007 53 IEEE Trans. Inf. Theory 4 https://doi.org/10.1109/TIT.2007.892769 db/journals/tit/tit53.html#SrinivasaJ07

Sunil Srinivasa Martin Haenggi Simplified Analysis and Design of MIMO Ad Hoc Networks. 2006 conf/globecom/2006 GLOBECOM https://doi.org/10.1109/GLOCOM.2006.511 db/conf/globecom/globecom2006.html#SrinivasaH06 Pieter Abbeel Erman Acar Yoshua Bengio Mohamad Charafeddine Xi Chen 0022 Kai-Hendrik Cohrs Radha Krishna Ganti Zhenhua Gong Melvin Gruesbeck Prateek Gupta Martin Haenggi Sebastien Haneuse Syed Ali Jafar Marco Jiralerspong Girish Kathalagiri Nithyanand Kota Sudha Krishnamurthy Tian Lan Tian Lan 0006 Chia-han Lee Chihoon LeeChi-Hoon Lee Lu Li Abhishek Mishra Nikhil Naik 0002 David C. Parkes Soham R. PhadeSoham Phade Koen Ponse Luis Carlos Quintela Irina Rish Richard Socher Kostas Stamatiou David Tisza Alexander Trott Sundaram Vanka Julu Subramanyam Varanasi Peter Vizi Douwe van der Wal Huan Wang 0016 Andrew Robert WilliamsAndrew Williams 0008 Phillip Wozny Tianyu Zhang Yang Zhang Stephan Zheng