Examples for RLLIB

[javimontero]

I am struggling on how to use this environment with Ray's RLLIB.

Any idea or sample?

[AminHP]

This code should work.

# pip install gym-anytrading ray 'ray[rllib]'

import gym
from gym_anytrading.envs import ForexEnv
from gym_anytrading.datasets import FOREX_EURUSD_1H_ASK

import ray
from ray.rllib.agents import ppo
from ray.tune.registry import register_env

def env_creator(env_config):
    return ForexEnv(
        df=FOREX_EURUSD_1H_ASK,
        window_size=12,
        frame_bound=(12, len(FOREX_EURUSD_1H_ASK))
    )

ray.init()
register_env('my_env', env_creator)
trainer = ppo.PPOTrainer(env='my_env')

while True:
    print(trainer.train())

[kmafutah]

Thanks, this has inspired me to try out ray. Rgds KM

On Fri, 29 Oct 2021 at 18:39, Mohammad Amin Haghpanah < @.***> wrote:

This code should work.

pip install gym-anytrading ray 'ray[rllib]'

import gymfrom gym_anytrading.envs import ForexEnvfrom gym_anytrading.datasets import FOREX_EURUSD_1H_ASK import rayfrom ray.rllib.agents import ppofrom ray.tune.registry import register_env

def env_creator(env_config): return ForexEnv( df=FOREX_EURUSD_1H_ASK, window_size=12, frame_bound=(12, len(FOREX_EURUSD_1H_ASK)) )

ray.init()register_env('my_env', env_creator)trainer = ppo.PPOTrainer(env='my_env') while True: print(trainer.train())

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