main.cpp

int main()
{
	//Initialize both AI
	RNNPlayer player1;
	HTMPlayer player2;
	
	int rnn_last_move = 0;
	int htm_last_move = 0;

	size_t rnn_win = 0;
	size_t draw = 0;
	size_t htm_win = 0;

	int num_games = 1000*100;
	for(int i=0;i<num_games;i++) {
		//Run RNN
		auto rnn_out = player1.compute(htm_last_move);
		int rnn_pred = xt::argmax(rnn_out)[0];
		
		//Run HTM
		auto htm_out = player2.compute(rnn_last_move);
		int htm_pred = xt::argmax(htm_out)[0]; //convert prediction to move (Ex: predicted scissors, than the move is rock)
		
		int rnn_move = predToMove(rnn_pred);
		int htm_move = predToMove(htm_pred);
		
		int winner_algo = winner(rnn_move, htm_move); //computes the winner
		std::cout << "Round " << i << std::endl;
		std::cout << "RNN pred: " << rnn_out << ", HTM pred: " << ::softmax(htm_out) << std::endl;
		std::cout << "RNN: " << move2String(rnn_move) << ", " << "HTM: " << move2String(htm_move)
			<< ", Winner: "<< (winner_algo==1?"RNN":(winner_algo==0?"draw":"HTM")) << std::endl;
		std::cout << std::endl;

		
		rnn_last_move = rnn_move;
		htm_last_move = htm_move;
		
		if(winner_algo == 1)
			rnn_win += 1;
		else if(winner_algo == 0)
			draw += 1;
		else
			htm_win += 1;
	}

	std::cout << "After all the battles" << std::endl;
	std::cout << "RNN Wins " << rnn_win << " times, " << (float)rnn_win/num_games << "%\n";
	std::cout << "HTM Wins " << htm_win << " times, " << (float)htm_win/num_games << "%\n";
	std::cout << "draw: " << draw << std::endl;


}