文件名称:DQN

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谷歌DeepMind2015年2月发表的人工智能算法,可以在雅达利2600游戏机的49个游戏中击败人类专业玩家-human-level control through RL
(系统自动生成,下载前可以参看下载内容)

下载文件列表





Human_Level_Control_through_Deep_Reinforcement_Learning\Human_Level_Control_through_Deep_Reinforcement_Learning\dqn\convnet.lua

.......................................................\.......................................................\...\convnet_atari3.lua

.......................................................\.......................................................\...\initenv.lua

.......................................................\.......................................................\...\LICENSE

.......................................................\.......................................................\...\net_downsample_2x_full_y.lua

.......................................................\.......................................................\...\NeuralQLearner.lua

.......................................................\.......................................................\...\nnutils.lua

.......................................................\.......................................................\...\Rectifier.lua

.......................................................\.......................................................\...\Scale.lua

.......................................................\.......................................................\...\train_agent.lua

.......................................................\.......................................................\...\TransitionTable.lua

.......................................................\.......................................................\install_dependencies.sh

.......................................................\.......................................................\README.txt

.......................................................\.......................................................\roms\README

.......................................................\.......................................................\run_cpu

.......................................................\.......................................................\run_gpu

.......................................................\.......................................................\dqn

.......................................................\.......................................................\roms

.......................................................\Human_Level_Control_through_Deep_Reinforcement_Learning

Human_Level_Control_through_Deep_Reinforcement_Learning

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