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Machine-learning system flags remedies that might do more harm than good

Sepsis claims the lives of nearly 270,000 people in the U.S. each year. The unpredictable medical condition can progress rapidly, leading to a swift drop ....

Taylor Killian , Marzyeh Ghassemi , Mehdi Fatemi , Jayakumar Subramanian , Microsoft Research , Artificial Intelligence Laboratory , Canada Research Council , Beth Israel Deaconess Medical Center , Natural Sciences , Engineering Research Council Of Canada Discovery Grant , Computer Science , Assistant Professor Marzyeh Ghassemi , Neural Information Processing , Dead End Discovery , Canadian Institute , Advanced Research Azrieli Global Scholar Chair , Canada Research Council Chair , Engineering Research Council , Canada Discovery ,

A system for designing and training intelligent soft robots

Let’s say you wanted to build the world’s best stair-climbing robot. You’d need to optimize for both the brain and the body, perhaps by giving the bot ....

United States , Jie Xu , Josh Bongard , Wojciech Matusik , Holly Jackson , Jagdeep Bhatia , Defense Advanced Research Projects Agency , University Of Vermont , Revolution Gym , Defense Advanced Research Projects , Yunsheng Tian , Neural Information Processing ,

System for designing and training intelligent soft robots

Let’s say you wanted to build the world’s best stair-climbing robot. You’d need to optimize for both the brain and the body, perhaps by giving the bot ....

United States , Jie Xu , Josh Bongard , Wojciech Matusik , Holly Jackson , Jagdeep Bhatia , Artificial Intelligence Laboratory , Defense Advanced Research Projects Agency , University Of Vermont , Revolution Gym , Defense Advanced Research Projects , Yunsheng Tian , Neural Information Processing ,

A system for designing and training intelligent soft robots

Scientists from MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) have designed “Evolution Gym,” a large-scale testing system for co-optimizing the design and control of soft robots, taking inspiration from nature and evolutionary processes. ....

United States , Jie Xu , Josh Bongard , Wojciech Matusik , Holly Jackson , Jagdeep Bhatia , Artificial Intelligence Laboratory , Defense Advanced Research Projects Agency , University Of Vermont , Revolution Gym , Defense Advanced Research Projects , Yunsheng Tian , Neural Information Processing , Soft Robots , Jagdeep Bhatia , Wojciech Matusik ,

Taking some of the guesswork out of drug discovery

MIT researchers have developed a deep learning model that can rapidly predict the likely 3D shapes of a molecule given a 2D graph of its structure. This technique could accelerate drug discovery by narrowing down the number of molecules pharmaceutical researchers need to test in lab experiments. ....

Lagnajit Pattanaik , Connorw Coley , Rafael Gomez Bombarelli , Hoytc Hottel , Warrenk Lewis , Klavsf Jensen , Pat Walters , Regina Barzilay , Simon Axelrod , Jeffrey Cheah Career Development , Artificial Intelligence Laboratory , Department Of Chemical Engineering , Institute For Data , School Of Engineering Distinguished Professor , Octavian Eugen Ganea , Computer Science , Chemical Engineering , Engineering Distinguished Professor , Thomas Siebel Professor , Electrical Engineering , Neural Information Processing , Jeffrey Cheah Career Development Chair , Relay Therapeutics , Machine Learning , Pharmaceutical Discovery , Tommis Jaakkola ,