[{"title":"( 19 个子文件 42KB ) 动态网络上的增强学习到分组路由的方法:使用最短路径路由,Q学习和深度Q学习的动态网络上的分组路由仿真-源码","children":[{"title":"Reinforcement-Learning-Approach-to-Packet-Routing-on-a-Dynamic-Network-master","children":[{"title":"ShortestPath_Q-Learning","children":[{"title":"UpdateEdges.py <span style='color:#111;'> 2.22KB </span>","children":null,"spread":false},{"title":"our_agent.py <span style='color:#111;'> 3.53KB </span>","children":null,"spread":false},{"title":"Packet.py <span style='color:#111;'> 1.89KB </span>","children":null,"spread":false},{"title":"QLSimulationWithSP.py <span style='color:#111;'> 15.09KB </span>","children":null,"spread":false},{"title":"dynetwork.py <span style='color:#111;'> 5.49KB </span>","children":null,"spread":false},{"title":"our_env.py <span style='color:#111;'> 32.75KB </span>","children":null,"spread":false},{"title":"rewardsComparison.py <span style='color:#111;'> 12.51KB </span>","children":null,"spread":false}],"spread":true},{"title":"Deep_Q-Learning","children":[{"title":"UpdateEdges.py <span style='color:#111;'> 2.23KB </span>","children":null,"spread":false},{"title":"neural_network.py <span style='color:#111;'> 1.61KB </span>","children":null,"spread":false},{"title":"replay_memory.py <span style='color:#111;'> 3.48KB </span>","children":null,"spread":false},{"title":"our_agent.py <span style='color:#111;'> 7.95KB </span>","children":null,"spread":false},{"title":"Packet.py <span style='color:#111;'> 1.33KB </span>","children":null,"spread":false},{"title":"Setting.json <span style='color:#111;'> 1.02KB </span>","children":null,"spread":false},{"title":"DQN.py <span style='color:#111;'> 1.33KB </span>","children":null,"spread":false},{"title":"DeepQSimulation.py <span style='color:#111;'> 13.47KB </span>","children":null,"spread":false},{"title":"dynetwork.py <span style='color:#111;'> 5.26KB </span>","children":null,"spread":false},{"title":"our_env.py <span style='color:#111;'> 18.37KB </span>","children":null,"spread":false},{"title":"plot_different_algs.py <span style='color:#111;'> 1.91KB </span>","children":null,"spread":false}],"spread":false},{"title":"readme.md <span style='color:#111;'> 8.61KB </span>","children":null,"spread":false}],"spread":true}],"spread":true}]