Using CNN in Reinforcement Learning

• baselines

  14 15,339 0.0 Python

  OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

  

For Atari games, RGB is often not useful. However, channels are still needed because a single-frame observation is often not a good proxy of a state. For example in games like Breakout or Pong, a single screenshot doesn't tell you the direction to which the ball is moving. So typically we preprocess the observation and use channels to stack a few recent frames. You can take a look at https://github.com/openai/baselines/blob/master/baselines/common/atari_wrappers.py

• InfluxDB

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