Agent trains great with PPO but terrible with SAC --> Advice for Hyperparameters

This page summarizes the projects mentioned and recommended in the original post on /r/reinforcementlearning
rl zoo reinforcement-learning stable-baselines openai-gym

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  • rl-baselines-zoo

    A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

    • Take a look at these tuned sets of hyperparameters for various problems in PPO and SAC. The batch sizes are WAY smaller regardless of the problem. Your initial learning rate may also be too high.

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