Implementing Deep Reinforcement Learning Models with Tensorflow + OpenAI Gym
lilianweng.github.io- Category
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- @lilianweng
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- Jul 21, 2026
About
The full implementation is available in lilianweng/deep-reinforcement-learning-gym In the previous two posts, I have introduced the algorithms of many deep reinforcement learning models. Now it is the time to get our hands dirty and practice how to implement the models in the wild. The implementation is gonna be built in Tensorflow and OpenAI gym environment. The full version of the code in this tutorial is available in [lilian/deep-reinforcement-learning-gym] .
Why it made the leaderboard
Bridges the gap between deep RL theory and working code, walking through actual TensorFlow + OpenAI Gym implementations of models most tutorials only describe abstractly. Useful for engineers who want reference implementations rather than yet another conceptual overview.
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