def __getstate__(self):
d = Serializable.__getstate__(self)
d.update({
"policy_params": self._training_policy.get_param_values(),
"qf_params": self._qf_eval.get_param_values(),
})
return d
def __getstate__(self):
d = Serializable.__getstate__(self)
global load_params
if load_params:
print("debug, using load params")
d["params"] = self.get_param_values(all_params=True)
print("debug, shape of d params", np.shape(d['params']))
return d
def __getstate__(self):
if config.TF_NN_SETTRACE:
ipdb.set_trace()
d = Serializable.__getstate__(self)
global load_params
if load_params:
d["params"] = self.get_param_values()
return d
def __getstate__(self):
"""Get Serializable state of the RLALgorithm instance."""
state = Serializable.__getstate__(self)
state.update({
'qf-params': self.qf.get_param_values(),
'policy-params': self.policy.get_param_values(),
'pool': self.pool.__getstate__(),
'env': self.env.__getstate__(),
})
return state
def __getstate__(self):
"""Get Serializable state of the RLALgorithm instance."""
d = Serializable.__getstate__(self)
d.update({
'qf-params': self._qf.get_param_values(),
'policy-params': self._policy.get_param_values(),
'pool': self._pool.__getstate__(),
'env': self._env.__getstate__(),
})
return d
def __getstate__(self):
"""Get Serializable state of the RLALgorithm instance."""
state = Serializable.__getstate__(self)
state.update({
'qf-params': self.qf.get_param_values(),
'policy-params': self.policy.get_param_values(),
'df-params': self.df.get_params_internal(),
'pool': self.pool.__getstate__(),
'env': self.env.__getstate__(),
})
return state
def __getstate__(self):
"""Get Serializable state of the RLALgorithm instance."""
d = Serializable.__getstate__(self)
d.update({
'actor-qf-params': [[qf.get_param_values() for qf in actor.arr_qf] for actor in self._arr_actor],
'actor-target-qf-params': [[target_qf.get_param_values() for target_qf in actor.arr_target_qf] for actor in self._arr_actor],
'actor-policy-params': [actor.policy.get_param_values() for actor in self._arr_actor],
'actor-target-policy-params': [actor.targetpolicy.get_param_values() for actor in self._arr_actor],
'actor-pool': [actor.pool.__getstate__() for actor in self._arr_actor],
'env': [env.__getstate__() for env in self._env.envs],
})
return d
def __getstate__(self):
d = Serializable.__getstate__(self)
global load_params
if load_params:
d["params"] = self.get_param_values(all_params=True)
return d
def __getstate__(self):
d = Serializable.__getstate__(self)
d["state"] = self.state
return d
def __getstate__(self):
d = Serializable.__getstate__(self)
d["_reward_freq"] = self._reward_freq
return d
def __getstate__(self):
d = Serializable.__getstate__(self)
global load_params
if load_params:
d["params"] = self.get_param_values()
return d
def __getstate__(self):
d = Serializable.__getstate__(self)
d["params"] = self.get_param_values()
return d
def __getstate__(self):
d = Serializable.__getstate__(self)
d["_obs_mean"] = self._obs_mean
d["_obs_var"] = self._obs_var
return d
def __getstate__(self):
d = Serializable.__getstate__(self)
d.update({
'params': self.get_param_values(),
})
return d
def __getstate__(self):
d = Serializable.__getstate__(self)
d["params"] = self.get_param_values()
return d
def __getstate__(self):
d = Serializable.__getstate__(self)
d["state"] = self.state
return d
def __getstate__(self):
d = Serializable.__getstate__(self)
d["_obs_mean"] = self._obs_mean
d["_obs_var"] = self._obs_var
return d
def __getstate__(self):
d = Serializable.__getstate__(self)
return d