网络dqn-阿里云

强化学习从基础到进阶-案例与实践[4]：深度Q网络-DQN、double DQN、经验回放、rainbow、分布式DQN

强化学习从基础到进阶-案例与实践[4]：深度Q网络-DQN、double DQN、经验回放、rainbow、分布式DQN 传统的强化学习算法会使用表格的形式存储状态价值函数 $V(s)$ 或动作价值函数 $Q(s,a)$，但是这样的方法存在很大的局限性。例如，现实中的强化学习任务所面临的状态空间往往...

强化学习从基础到进阶-案例与实践[4.1]：深度Q网络-DQN项目实战CartPole-v0

强化学习从基础到进阶-案例与实践[4.1]：深度Q网络-DQN项目实战CartPole-v0 1、定义算法相比于Q learning，DQN本质上是为了适应更为复杂的环境，并且经过不断的改良迭代，到了Nature DQN（即Volodymyr Mnih发表的Nature论文）这里才算是基本完善。D...

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强化学习从基础到进阶-常见问题和面试必知必答[4]：：深度Q网络-DQN、double DQN、经验回放、rainbow、分布式DQN

强化学习从基础到进阶-常见问题和面试必知必答[4]：：深度Q网络-DQN、double DQN、经验回放、rainbow、分布式DQN 1.核心词汇深度Q网络（deep Q-network，DQN）：基于深度学习的Q学习算法，其结合了价值函数近似（value function app...

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更新时间 2023-07-01 12:31:03

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