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Commit 8406b7dd authored by Chris MacLellan's avatar Chris MacLellan
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added multi ppo-operator tuned hyperparams

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...@@ -136,12 +136,14 @@ class TrialEvalCallback(EvalCallback): ...@@ -136,12 +136,14 @@ class TrialEvalCallback(EvalCallback):
if __name__ == "__main__": if __name__ == "__main__":
params = {'n_step_pow': 7.0, 'batches_pow': 7.0, 'gamma': 0.0, 'lr':
0.0002916406263715553, 'lr_schedule': 'constant', 'ent_coef': # Best PPO Operator 3.6
0.005743227072532813, 'clip_range': 0.4, 'n_epochs': 10, params = {'n_step_pow': 7.0, 'batches_pow': 6.0, 'gamma': 0.0, 'lr':
'gae_lambda': 0.99, 'max_grad_norm': 0.5, 'vf_coef': 0.0007141880569765198, 'lr_schedule': 'constant', 'ent_coef':
0.8088573261336596, 'net_arch': 'medium', 'shared_arch': True, 0.002919157761809425, 'clip_range': 0.4, 'n_epochs': 1,
'activation_fn': 'relu'} 'gae_lambda': 1.0, 'max_grad_norm': 0.3, 'vf_coef':
0.5683112652410534, 'net_arch': 'small', 'shared_arch': True,
'activation_fn': 'tanh'}
kwargs = get_args(params) kwargs = get_args(params)
......
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