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Add comment on gamma
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carlogrisetti committed Dec 3, 2021
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2 changes: 1 addition & 1 deletion docs/source/examples/train_and_evaluate_using_ray.md
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Expand Up @@ -198,7 +198,7 @@ analysis = tune.run(
"num_gpus": 0, # I yet have to understand if using a GPU is worth it, for our purposes, but I think it's not. This way you can train on a non-gpu enabled system.
"clip_rewards": True,
"lr": LEARNING_RATE, # Hyperparameter grid search defined above
"gamma": 0.50,
"gamma": 0.50, # This can have a big impact on the result and needs to be properly tuned (range is 0 to 1)
"observation_filter": "MeanStdFilter",
"model": {
"fcnet_hiddens": FC_SIZE, # Hyperparameter grid search defined above
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