HAC errors
During hyperoptimization for HAC, the following errors occured more than once:
File "/data/6fryen/ideas_deep_rl2/ideas_baselines/hac/hac.py", line 1085, in _sample_action
scaled_action = self.layer_alg.policy.scale_action(unscaled_action)
UnboundLocalError: local variable 'unscaled_action' referenced before assignment
File "/data/6fryen/ideas_deep_rl2/ideas_baselines/sacvg/sacvg.py", line 94, in train
actions_pi, log_prob = self.actor.action_log_prob(replay_data.observations)
File "/data/6fryen/ideas_deep_rl2/venv/lib/python3.6/site-packages/stable_baselines3/sac/policies.py", line 190, in action_log_prob
return self.action_dist.log_prob_from_params(mean_actions, log_std, **kwargs)
File "/data/6fryen/ideas_deep_rl2/venv/lib/python3.6/site-packages/stable_baselines3/common/distributions.py", line 244, in log_prob_from_params
action = self.actions_from_params(mean_actions, log_std)
File "/data/6fryen/ideas_deep_rl2/venv/lib/python3.6/site-packages/stable_baselines3/common/distributions.py", line 178, in actions_from_params
self.proba_distribution(mean_actions, log_std)
File "/data/6fryen/ideas_deep_rl2/venv/lib/python3.6/site-packages/stable_baselines3/common/distributions.py", line 210, in proba_distribution
super(SquashedDiagGaussianDistribution, self).proba_distribution(mean_actions, log_std)
File "/data/6fryen/ideas_deep_rl2/venv/lib/python3.6/site-packages/stable_baselines3/common/distributions.py", line 152, in proba_distribution
self.distribution = Normal(mean_actions, action_std)
File "/data/6fryen/ideas_deep_rl2/venv/lib/python3.6/site-packages/torch/distributions/normal.py",
line 50, in __init__
super(Normal, self).__init__(batch_shape, validate_args=validate_args)
File "/data/6fryen/ideas_deep_rl2/venv/lib/python3.6/site-packages/torch/distributions/distribution.py", line 53, in __init__
raise ValueError("The parameter {} has invalid values".format(param))
ValueError: The parameter loc has invalid values
The following exception in hac.py
except Exception as e:
self.logger.info("ohno {}".format(e))