in safe_rl/pg/algos.py [0:0]
def trpo_lagrangian(**kwargs):
# Objective-penalized form of Lagrangian TRPO.
trpo_kwargs = dict(
reward_penalized=False,
objective_penalized=True,
learn_penalty=True,
penalty_param_loss=True
)
agent = TRPOAgent(**trpo_kwargs)
run_polopt_agent(agent=agent, **kwargs)