Esempi in C++ (Cpp) per ale

Esempio n. 1

File: genSamples.cpp Progetto: mcmachado/ALEResearch

int main(int argc, char** argv){
	Parameters param(argc, argv);
	srand(param.seed);

	RAMFeatures ramFeatures;
	BPROFeatures bproFeatures(param.gameName);

	vector<vector<vector<float> > > w;

	loadWeights(param, &bproFeatures, w);

	ALEInterface ale(0);
	ale.setInt  ("random_seed"               , param.seed);
	ale.setInt  ("max_num_frames_per_episode", 18000     );
	ale.setBool ("color_averaging"           , true      );
	ale.setFloat("frame_skip"                , 1         );
	ale.setFloat("repeat_action_probability" , 0.00      );

	ale.loadROM(param.romPath.c_str());

	for(int i = 0; i < 2 * NUM_BITS; i++){
		frequency.push_back(0.0);
	}

	int totalNumFrames = 0;
	for(int episode = 0; totalNumFrames < MAX_NUM_FRAMES; episode++){
		totalNumFrames = playGame(ale, &ramFeatures, &bproFeatures, w, param, totalNumFrames, episode);
		totalNumFrames += ale.getEpisodeFrameNumber();
	}

	return 0;
}

Esempio n. 2

File: mainRedundant.cpp Progetto: YitaoLiang/ALEResearch-LFA

int main(int argc, char** argv){
	//Reading parameters from file defined as input in the run command:
	Parameters param(argc, argv);
	srand(param.getSeed());
	
	//Using Basic features:
	RedundantBPROFeatures features(&param);
	//Reporting parameters read:
	printBasicInfo(param);
	
	ALEInterface ale(param.getDisplay());

	ale.setFloat("repeat_action_probability", 0.00);
	ale.setInt("random_seed", param.getSeed());
	ale.setFloat("frame_skip", param.getNumStepsPerAction());
	ale.setInt("max_num_frames_per_episode", param.getEpisodeLength());

	ale.loadROM(param.getRomPath().c_str());

	//Instantiating the learning algorithm:
	SarsaLearner sarsaLearner(ale, &features, &param,param.getSeed());
    //Learn a policy:
    sarsaLearner.learnPolicy(ale, &features);

    printf("\n\n== Evaluation without Learning == \n\n");
    sarsaLearner.evaluatePolicy(ale, &features);
	
    return 0;
}

Esempio n. 3

File: random.cpp Progetto: mcmachado/ALEResearch

int main(int argc, char** argv){
	ALEInterface ale(1);

	if(argc != 4){
		printf("Usage: %s rom_file path_to_save_bits seed\n", argv[0]);
		exit(1);
	}

	int seed = atoi(argv[3]);
	
	ale.setInt("frame_skip", 5);
	ale.setInt("random_seed", seed);
	ale.setInt("max_num_frames_per_episode", 18000);
	ale.setFloat("repeat_action_prob", 0.00);

	ale.loadROM(argv[1]);
	string outputFile = argv[2];
	srand(seed);

	ActionVect actions = ale.getLegalActionSet();
    RAMFeatures features;
    vector<bool> F;

    ofstream outFile;
    outFile.open(outputFile);

	int reward = 0;
	
	F.clear();
    features.getCompleteFeatureVector(ale.getRAM(), F);
    for(int i = 0; i < F.size(); i++){
        outFile << F[i] << ",";
    }
    outFile << endl;

	while(!ale.game_over()) {
		reward += ale.act(actions[rand() % actions.size()]);
        F.clear();
        features.getCompleteFeatureVector(ale.getRAM(), F);

        for(int i = 0; i < F.size(); i++){
            outFile << F[i] << ",";
        }
        outFile << endl;
	}
	printf("Episode ended with a score of %d points\n", reward);
	outFile.close();
    return 0;
}