public static void Run()
{
var world = new GridWorld();
var randomPolicy = new UniformRandomGridWorldPolicy();
var rewarder = new NegativeAtNonTerminalStatesGridWorldRewarder();
var values = new GridWorldValueTable(world);
// manually iterate a couple of times - optimal policy is greedy wrt
// initial random policy values
values.Evaluate(randomPolicy, rewarder);
values.Print();
var greedyPolicy = GreedyGridWorldPolicy.Create(world, values, rewarder);
values.Evaluate(greedyPolicy, rewarder);
values.Print();
greedyPolicy = GreedyGridWorldPolicy.Create(world, values, rewarder);
values.Evaluate(greedyPolicy, rewarder);
values.Print();
greedyPolicy.Print();
}
public static void Run()
{
var world = new GridWorld();
var policy = new UniformRandomGridWorldPolicy();
var rewarder = new NegativeAtNonTerminalStatesGridWorldRewarder();
var gridValues = new GridWorldValueTable(world);
gridValues.Evaluate(policy, rewarder);
gridValues.Print();
}
