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Exploration-focused training lets robotics AI immediately handle new tasks

Exploration-focused training lets robotics AI immediately handle new tasks
arstechnica.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from arstechnica.com Daily Mail and Mail on Sunday newspapers.

Allison pinoskyThomas berruetaTodd murpheyNorthwestern universityMaximum diffusion reinforcement learningMaximum entropy reinforcement learning

This algorithm makes robots perform better

This algorithm makes robots perform better
northwestern.edu - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from northwestern.edu Daily Mail and Mail on Sunday newspapers.

Todd murpheyThomas berruetaAllison pinoskyNorthwestern universityMccormick school of engineeringMaximum diffusion reinforcement learningNature machinePresidential fellowMccormick school

Random Robots Are More Reliable

Random Robots Are More Reliable
eurasiareview.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from eurasiareview.com Daily Mail and Mail on Sunday newspapers.

Thomas berruetaAllison pinoskyTodd murpheyMccormick school of engineeringNorthwestern universityMaximum diffusion reinforcement learningNature machinePresidential fellowMccormick schoolGoogle gemini

Random robots are more reliable: New AI algorithm for robots consistently outperforms state-of-the-art systems

Random robots are more reliable: New AI algorithm for robots consistently outperforms state-of-the-art systems
techxplore.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from techxplore.com Daily Mail and Mail on Sunday newspapers.

Todd murpheyAllison pinoskyThomas berruetaNorthwestern universityMccormick school of engineeringMaximum diffusion reinforcement learningNature machinePresidential fellowMccormick schoolGoogle geminiNature machine intelligence

Random robots are more reliable

<p>New algorithm encourages robots to move more randomly to collect more diverse data for learning. In tests, robots started with no knowledge and then learned and correctly performed tasks within a single attempt. New model could improve safety and practicality of self-driving cars, delivery drones and more.</p>

Todd murpheyThomas berruetaAllison pinoskyMethod of researchNorthwestern universityUs office of naval researchMccormick school of engineeringUs army research officeMaximum diffusion reinforcement learningNature machinePresidential fellowMccormick schoolGoogle geminiResearch officeNaval research