Files
tensorneat-mend/tensorneat/problem/rl_env/gymnax_env.py
wls2002 10ec1c2df9 add jumanji env;
add repeat times for rl_env
2024-06-05 14:24:17 +08:00

28 lines
950 B
Python

import gymnax
from .rl_jit import RLEnv
class GymNaxEnv(RLEnv):
def __init__(self, env_name, max_step=1000, repeat_times=1, record_episode=False):
super().__init__(max_step, repeat_times, record_episode)
assert env_name in gymnax.registered_envs, f"Env {env_name} not registered"
self.env, self.env_params = gymnax.make(env_name)
def env_step(self, randkey, env_state, action):
return self.env.step(randkey, env_state, action, self.env_params)
def env_reset(self, randkey):
return self.env.reset(randkey, self.env_params)
@property
def input_shape(self):
return self.env.observation_space(self.env_params).shape
@property
def output_shape(self):
return self.env.action_space(self.env_params).shape
def show(self, state, randkey, act_func, params, *args, **kwargs):
raise NotImplementedError("GymNax render must rely on gym 0.19.0(old version).")