google / google/ml-compiler-opt
ppo_nn_agent.gin hyperparam tuning
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Description
Hi @yundiqian. I was skimming through the hyperparams of https://github.com/google/ml-compiler-opt/blob/main/compiler_opt/rl/inlining/gin_configs/ppo_nn_agent.gin and it seems counterintuitive to me that both `PPOAgent.normalize_rewards` and `PPOAgent.normalize_observations` are assigned as `False`. Would you be able to provide some info on it? Looking at the TF codebase (https://github.com/tensorflow/agents/blob/master/tf_agents/agents/ppo/ppo_agent.py#L206)), it is advised to normalize rewards and observation, so I was wondering if you had tried these out before?
Thanks!
-Amir
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