#include #include using namespace std; int main() { CURL *curl; CURLcode res; curl = curl_easy_init(); if(curl) { curl_easy_setopt(curl, CURLOPT_URL, "https://codeforces.com/api/problemset.problems"); curl_easy_setopt(curl, CURLOPT_HTTPHEADER, list); curl_easy_setopt(curl, CURLOPT_WRITEFUNCTION, WriteCallback); res = curl_easy_perform(curl); if(res != CURLE_OK) { fprintf(stderr, "curl_easy_perform() failed: %s\n", curl_easy_strerror(res)); } curl_easy_cleanup(curl); } } size_t WriteCallback(void *contents, size_t size, size_t nmemb, void *userp) { ((std::string*)userp)->append((char*)contents, size * nmemb); return size * nmemb; } class DeepReinforcementLearningAgent { public: void initialize() { // Initialize neural network, Q-table, epsilon, etc. } int getAction(std::string problem) { // Use neural network and Q-table to determine an action (solution) // for the given CodeForces problem. return action; } void update(double reward, std::string problem, int action) { // Update neural network and Q-table using the reward for the previous // action on the given problem. } }; int main() { DeepReinforcementLearningAgent agent; agent.initialize(); CURL *curl; CURLcode res; std::string response; curl = curl_easy_init(); while (true) { curl_easy_setopt(curl, CURLOPT_URL, "https://codeforces.com/api/problemset.problems"); curl_easy_setopt(curl, CURLOPT_HTTPHEADER, list); curl_easy_setopt(curl, CURLOPT_WRITEFUNCTION, WriteCallback); res = curl_easy_perform(curl); if(res != CURLE_OK) { // Handle error } // Get next unsolved problem from response string std::string problem = ... int action = agent.getAction(problem); std::string solution = getSolution(action); // Submit solution // and get result double reward; if (result == "Accepted") reward = 1; else if (result == "Compilation Error") reward = -0.5; else if (result == "Wrong Answer") reward = 0.1; else if (result == "Time Limit Exceeded") reward = 0.2; agent.update(reward, problem, action); if (result == "Accepted") std::cout << "Accepted" << '\n'; else if (result == "Compilation Error") std::cout << "Compilation Error" << '\n'; else if (result == "Wrong Answer") std::cout << "Wrong Answer" << '\n'; else std::cout << "Time Limit Exceeded" << '\n'; } }