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Panagiotis Tigas

Oxford University

Exploration and preference satisfaction trade-off in reward-free learning


Jun 08, 2021
Noor Sajid, Panagiotis Tigas, Alexey Zakharov, Zafeirios Fountas, Karl Friston


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Global Earth Magnetic Field Modeling and Forecasting with Spherical Harmonics Decomposition


Feb 02, 2021
Panagiotis Tigas, Téo Bloch, Vishal Upendran, Banafsheh Ferdoushi, Mark C. M. Cheung, Siddha Ganju, Ryan M. McGranaghan, Yarin Gal, Asti Bhatt

* Third Workshop on Machine Learning and the Physical Sciences (NeurIPS 2020), Vancouver, Canada 

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Spatial Assembly: Generative Architecture With Reinforcement Learning, Self Play and Tree Search


Jan 19, 2021
Panagiotis Tigas, Tyson Hosmer

* Workshop on Machine Learning for Creativity and Design at the 34rd Conference on Neural Information Processing Systems (NeurIPS 2020) 

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Can Autonomous Vehicles Identify, Recover From, and Adapt to Distribution Shifts?


Jun 26, 2020
Angelos Filos, Panagiotis Tigas, Rowan McAllister, Nicholas Rhinehart, Sergey Levine, Yarin Gal

* Camera-ready version, International Conference of Machine Learning 2020 

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Percival: Making In-Browser Perceptual Ad Blocking Practical With Deep Learning


May 22, 2019
Zain ul Abi Din, Panagiotis Tigas, Samuel T. King, Benjamin Livshits

* 13 Pages 

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Real-time jam-session support system


Jan 27, 2012
Panagiotis Tigas


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