Learning to Guide Multiple Heterogeneous Actors from a Single Human Demonstration via Automatic Curriculum Learning in StarCraft II

Posted by klaurent MIT

Kavli Affiliate: John Richardson | Summary:Traditionally, learning from human demonstrations via direct behavior cloning can lead to high-performance policies given that the algorithm has access to large amounts of high-quality data covering the most likely scenarios to be encountered when the agent is operating. However, in real-world scenarios, expert data is limited and it is […]


Continue.. Learning to Guide Multiple Heterogeneous Actors from a Single Human Demonstration via Automatic Curriculum Learning in StarCraft II

BigNeuron: A resource to benchmark and predict best-performing algorithms for automated reconstruction of neuronal morphology

Posted by klaurent UCSD / Salk

Kavli Affiliate: Ann Shyn Chiang, Kristofer Bouchard | Authors: Linus Manubens-Gil, Zhi Zhou, Hanbo Chen, Arvind Ramanathan, Xiaoxiao Liu, Yufeng Liu, Alessandro Bria, Todd Gillette, Zongcai Ruan, Jian Yang, Miroslav Radojević, Ting Zhao, Li Cheng, Lei Qu, Siqi Liu, Kristofer E. Bouchard, Lin Gu, Weidong Cai, Shuiwang Ji, Badrinath Roysam, Ching-Wei Wang, Hongchuan Yu, Amos […]


Continue.. BigNeuron: A resource to benchmark and predict best-performing algorithms for automated reconstruction of neuronal morphology

Probing the $zgtrsim6$ quasars in a universe with IllustrisTNG physics: Impact of gas-based black hole seeding models

Posted by klaurent MIT

Kavli Affiliate: Mark Vogelsberger | First 5 Authors: Aklant Kumar Bhowmick, Laura Blecha, Yueying Ni, Tiziana Di Matteo, Paul Torrey | Summary: We explore implications of a range of black hole (BH) seeding prescriptions on the formation of the brightest $zgtrsim6$ quasars in cosmological hydrodynamic simulations. The underlying galaxy formation model is the same as […]


Continue.. Probing the $zgtrsim6$ quasars in a universe with IllustrisTNG physics: Impact of gas-based black hole seeding models

Another Shipment of Six Short-Period Giant Planets from TESS

Posted by dbos MIT

Kavli Affiliate: Roland K. Vanderspek | First 5 Authors: Joseph E. Rodriguez, Samuel N. Quinn, Andrew Vanderburg, George Zhou, Jason D. Eastman | Summary: We present the discovery and characterization of six short-period, transiting giant planets from NASA’s Transiting Exoplanet Survey Satellite (TESS) — TOI-1811 (TIC 376524552), TOI-2025 (TIC 394050135), TOI-2145 (TIC 88992642), TOI-2152 (TIC […]


Continue.. Another Shipment of Six Short-Period Giant Planets from TESS

Another Shipment of Six Short-Period Giant Planets from TESS

Posted by dbos MIT

Kavli Affiliate: Roland K. Vanderspek | First 5 Authors: Joseph E. Rodriguez, Samuel N. Quinn, Andrew Vanderburg, George Zhou, Jason D. Eastman | Summary: We present the discovery and characterization of six short-period, transiting giant planets from NASA’s Transiting Exoplanet Survey Satellite (TESS) — TOI-1811 (TIC 376524552), TOI-2025 (TIC 394050135), TOI-2145 (TIC 88992642), TOI-2152 (TIC […]


Continue.. Another Shipment of Six Short-Period Giant Planets from TESS

Another Shipment of Six Short-Period Giant Planets from TESS

Posted by klaurent MIT

Kavli Affiliate: Andrew Vanderburg | First 5 Authors: Joseph E. Rodriguez, Samuel N. Quinn, Andrew Vanderburg, George Zhou, Jason D. Eastman | Summary: We present the discovery and characterization of six short-period, transiting giant planets from NASA’s Transiting Exoplanet Survey Satellite (TESS) — TOI-1811 (TIC 376524552), TOI-2025 (TIC 394050135), TOI-2145 (TIC 88992642), TOI-2152 (TIC 395393265), […]


Continue.. Another Shipment of Six Short-Period Giant Planets from TESS