Abstract
By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – New research on Robotics is the subjec t of a report. According to news reporting from Stanford, California, by NewsRx journalists, research stated, “In this article, we provide finite-sample perform ance guarantees for control policies executed on stochastic robotic systems. Giv en an open- or closed-loop policy and a finite set of trajectory rollouts under the policy, we bound the expected value, value at risk, and conditional value at risk of the trajectory cost, and the probability of failure in a sparse cost se tting.”