AForge.MachineLearning.EpsilonGreedyExploration.ChooseAction C# (CSharp) Method

        public int ChooseAction( double[] actionEstimates )
        {
            // actions count
            int actionsCount = actionEstimates.Length;

            // find the best action (greedy)
            double maxReward = actionEstimates[0];
            int greedyAction = 0;

            for ( int i = 1; i < actionsCount; i++ )
            {
                if ( actionEstimates[i] > maxReward )
                {
                    maxReward = actionEstimates[i];
                    greedyAction = i;
                }
            }

            // try to do exploration
            if ( rand.NextDouble( ) < epsilon )
            {
                int randomAction = rand.Next( actionsCount - 1 );

                if ( randomAction >= greedyAction )
                    randomAction++;

                return randomAction;
            }

            return greedyAction;
        }
    }