I tried to run the script below, based off the README of the oatomobile repository, but I am unable to get a driving agent that runs on the RIP algorithm in CARLA. I am using python3.5 and CARLA 0.9.6.
import oatomobile
import oatomobile.envs
import torch
import oatomobile.baselines.torch
env = oatomobile.envs.CARLAEnv(town="Town01")
observation = env.reset()
models = [oatomobile.baselines.torch.ImitativeModel() for _ in range(4)]
ckpts = ["/path/to/output_dir"]
for model, ckpt in zip(models, ckpts):
model.load_state_dict(torch.load(ckpt, map_location=torch.device('cpu')), strict=False)
agent = oatomobile.baselines.torch.RIPAgent(
environment=env,
models=models,
algorithm="WCM",
)
action = agent.act(observation)
The agent instance doesn't get created. This is the error message I get for that line.
lib/python3.5/site-packages/oatomobile/baselines/base.py", line 64, in __init__
self._world = self._vehicle.get_world()
AttributeError: 'NoneType' object has no attribute 'get_world'
I also tried modifying the script from oatomobile.baselines.rulebased.blind.run.py because I was able to run the Blind model. I replaced the environment loop inside the main function to cater for the RIPAgent but still I couldn't run it.
# Runs the environment
oatomobile.EnvironmentLoop(
agent_fn=functools.partial(RIPAgent, models=models, algorithm="WCM"),
environment=env,
render_mode="human" if render else "none",
).run()
So, my question is how can I run the RIP agent on CARLA?
I tried to run the script below, based off the README of the oatomobile repository, but I am unable to get a driving agent that runs on the RIP algorithm in CARLA. I am using python3.5 and CARLA 0.9.6.
The
agentinstance doesn't get created. This is the error message I get for that line.I also tried modifying the script from oatomobile.baselines.rulebased.blind.run.py because I was able to run the Blind model. I replaced the environment loop inside the main function to cater for the RIPAgent but still I couldn't run it.
So, my question is how can I run the RIP agent on CARLA?