34 search results - page 2 / 7 » Optimal Stochastic Search and Adaptive Momentum |
JCC
2008
13 years 5 months ago
2008
: We adapt a combinatorial optimization algorithm, extremal optimization (EO), for the search problem in computational protein design. This algorithm takes advantage of the knowled...
TSMC
1998
13 years 5 months ago
1998
—Consider the problem of a robot (learning mechanism or algorithm) attempting to locate a point on a line. The mechanism interacts with a random environment which essentially inf...
AIIDE
2008
13 years 8 months ago
2008
We present a domain independent off-line adaptation technique called Stochastic Plan Optimization for finding and improving plans in real-time strategy games. Our method is based ...
ICML
2001
IEEE
14 years 6 months ago
2001
IEEE
Direct policy search is a practical way to solve reinforcement learning problems involving continuous state and action spaces. The goal becomes finding policy parameters that maxi...
CEC
2011
IEEE
12 years 5 months ago
2011
IEEE
—We develop a stochastic local search algorithm for finding Pareto points for multi-criteria optimization problems. The algorithm alternates between different single-criterium o...