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A Survey of Explainable Reinforcement Learning



Stephanie Milani , Nicholay Topin , Manuela Veloso , Fei Fang


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Structure with Semantics: Exploiting Document Relations for Retrieval



Natraj Raman , Sameena Shah , Manuela Veloso


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Simulation Intelligence: Towards a New Generation of Scientific Methods



Alexander Lavin , Hector Zenil , Brooks Paige , David Krakauer , Justin Gottschlich , Tim Mattson , Anima Anandkumar , Sanjay Choudry , Kamil Rocki , Atılım Güneş Baydin , Carina Prunkl , Brooks Paige , Olexandr Isayev , Erik Peterson , Peter L. McMahon , Jakob Macke , Kyle Cranmer , Jiaxin Zhang , Haruko Wainwright , Adi Hanuka , Manuela Veloso , Samuel Assefa , Stephan Zheng , Avi Pfeffer


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Synthetic Document Generator for Annotation-free Layout Recognition



Natraj Raman , Sameena Shah , Manuela Veloso


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ABIDES-Gym: Gym Environments for Multi-Agent Discrete Event Simulation and Application to Financial Markets



Selim Amrouni , Aymeric Moulin , Jared Vann , Svitlana Vyetrenko , Tucker Balch , Manuela Veloso


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Parameterized Explanations for Investor / Company Matching



Simerjot Kaur , Ivan Brugere , Andrea Stefanucci , Armineh Nourbakhsh , Sameena Shah , Manuela Veloso

* 8 pages, 7 figures, 4 tables, 2 algorithms 

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How Robust are Limit Order Book Representations under Data Perturbation?



Yufei Wu , Mahmoud Mahfouz , Daniele Magazzeni , Manuela Veloso


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Tradeoffs in Streaming Binary Classification under Limited Inspection Resources



Parisa Hassanzadeh , Danial Dervovic , Samuel Assefa , Prashant Reddy , Manuela Veloso

* To appear in Proceedings of the ACM International Conference on AI in Finance (ICAIF '21) - Full version with supplementary material 

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Visual Time Series Forecasting: An Image-driven Approach



Naftali Cohen , Srijan Sood , Zhen Zeng , Tucker Balch , Manuela Veloso


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