1474 search results - page 82 / 295 » Using Machine Learning to Focus Iterative Optimization |
140
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
Trajectory planning and optimization is a fundamental problem in articulated robotics. Algorithms used typically for this problem compute optimal trajectories from scratch in a ne...
113
Voted
ICFEM
2004
Springer
15 years 8 months ago
2004
Springer
We present a novel approach for verifying safety properties of finite state machines communicating over unbounded FIFO channels that is based on applying machine learning techniqu...
162
Voted
SIGKDD
2010
14 years 9 months ago
2010
Despite the tremendous level of adoption of machine learning techniques in real-world settings, and the large volume of research on active learning, active learning techniques hav...
115
Voted
CONCUR
2010
Springer
15 years 3 months ago
2010
Springer
Links are established between three widely used modeling frameworks for reactive systems: the ioco theory of Tretmans, the interface automata of De Alfaro and Henzinger, and Mealy ...
101
click to vote
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
Learning agents can improve performance cooperating with other agents, particularly learning agents forming a committee outperform individual agents. This "ensemble effect&qu...