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The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies

Apr 28, 2020
Stephan Zheng, Alexander Trott, Sunil Srinivasa, Nikhil Naik, Melvin Gruesbeck, David C. Parkes, Richard Socher

* 46 pages, 21 figures 

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Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills

Feb 14, 2020
Víctor Campos, Alexander Trott, Caiming Xiong, Richard Socher, Xavier Giro-i-Nieto, Jordi Torres

* 17 pages, 11 figures 

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Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards

Nov 04, 2019
Alexander Trott, Stephan Zheng, Caiming Xiong, Richard Socher

* NeurIPS 2019 

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Competitive Experience Replay

Feb 17, 2019
Hao Liu, Alexander Trott, Richard Socher, Caiming Xiong

* Published as a conference paper at Seventh International Conference on Learning Representations(ICLR 2019) 

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Interpretable Counting for Visual Question Answering

Mar 02, 2018
Alexander Trott, Caiming Xiong, Richard Socher

* ICLR 2018 

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