Shypd.aiThe largest open index of AI toolsDeepRL-Agents is an Open Source & Models tool that provides a collection of Deep Reinforcement Learning Agents implemented in Tensorflow. It includes various algorithms like Q-learning, policy gradient methods, and A3C for solving RL problems.
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DeepRL-Agents is an open-source repository offering a comprehensive collection of Deep Reinforcement Learning algorithms, all implemented using Tensorflow. This resource is ideal for individuals looking to understand and apply various RL techniques, from foundational Q-learning and policy gradient methods to more advanced concepts like Double-Dueling-DQN, Deep Recurrent Q-Networks, and Asynchronous Advantage Actor-Critic (A3C). The repository includes iPython notebooks for each algorithm, often accompanied by tutorial series published on Medium, making it a valuable educational and practical tool for learning about reinforcement learning.
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