With probability ε, however, the list of alternatives is randomly shuffled (exploration phase). .
With probability ε, however, the list of alternatives is randomly shuffled (exploration phase).
In MOSA, both ruining and recreating the solution are performed randomly, and exploration is delegated to the simulated annealing algorithm.
The sample paths can be chosen randomly forming an exploration policy.
In every episode of the exploration, randomly choosing the command would increase the variety of the training batch.
Conversely, a program that has no memory and no specific exploration method will explore randomly the search space therefore the average execution time grows quickly with the combinatorial dimension.
Exploration deals with randomly selecting actions which may not have higher utility in search of better rewarding actions, while exploitation aims at the learned utility to maximize the agent's reward.
Each parameter space exploration consisted of 5000 randomly selected parameter sets.
Notably, if performance scores were hidden, "participants searched more broadly and randomly, and both quality and equity of exploration suffered".
Fast shortest path computing To validate the guided graph exploration for shortest path, we randomly pick 100 pairs of vertices from each graph and ask for (p_{xy}), and rank the betweenness of two random vertices from (p_{xy}).
