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How to Learn a Useful Critic? Model-based Action-Gradient-Estimator Policy Optimization


Apr 29, 2020
Pierluca D'Oro, Wojciech Jaśkowski


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Training Agents using Upside-Down Reinforcement Learning


Dec 05, 2019
Rupesh Kumar Srivastava, Pranav Shyam, Filipe Mutz, Wojciech Jaśkowski, Jürgen Schmidhuber

* NNAISENSE Technical Report. 17 pages, 6 figures 

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Artificial Intelligence for Prosthetics - challenge solutions


Feb 07, 2019
Łukasz Kidziński, Carmichael Ong, Sharada Prasanna Mohanty, Jennifer Hicks, Sean F. Carroll, Bo Zhou, Hongsheng Zeng, Fan Wang, Rongzhong Lian, Hao Tian, Wojciech Jaśkowski, Garrett Andersen, Odd Rune Lykkebø, Nihat Engin Toklu, Pranav Shyam, Rupesh Kumar Srivastava, Sergey Kolesnikov, Oleksii Hrinchuk, Anton Pechenko, Mattias Ljungström, Zhen Wang, Xu Hu, Zehong Hu, Minghui Qiu, Jun Huang, Aleksei Shpilman, Ivan Sosin, Oleg Svidchenko, Aleksandra Malysheva, Daniel Kudenko, Lance Rane, Aditya Bhatt, Zhengfei Wang, Penghui Qi, Zeyang Yu, Peng Peng, Quan Yuan, Wenxin Li, Yunsheng Tian, Ruihan Yang, Pingchuan Ma, Shauharda Khadka, Somdeb Majumdar, Zach Dwiel, Yinyin Liu, Evren Tumer, Jeremy Watson, Marcel Salathé, Sergey Levine, Scott Delp


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Model-Based Active Exploration


Oct 29, 2018
Pranav Shyam, Wojciech Jaśkowski, Faustino Gomez


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ViZDoom Competitions: Playing Doom from Pixels


Sep 10, 2018
Marek Wydmuch, Michał Kempka, Wojciech Jaśkowski


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Learning to Play Othello with Deep Neural Networks


Nov 17, 2017
Paweł Liskowski, Wojciech Jaśkowski, Krzysztof Krawiec


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Mastering 2048 with Delayed Temporal Coherence Learning, Multi-Stage Weight Promotion, Redundant Encoding and Carousel Shaping


Dec 12, 2016
Wojciech Jaśkowski


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ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning


Sep 20, 2016
Michał Kempka, Marek Wydmuch, Grzegorz Runc, Jakub Toczek, Wojciech Jaśkowski

* Proceedings of IEEE Conference of Computational Intelligence in Games 2016 

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Systematic N-tuple Networks for Position Evaluation: Exceeding 90% in the Othello League


Jun 25, 2014
Wojciech Jaśkowski

* ICGA Journal 37(2), 2014, pp. 85-96 
* Added technical report number 

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