def get_env(task, seed):
env_id = task.env_id
env = gym.make(env_id)
set_global_seeds(seed)
env.seed(seed)
expt_dir = '/tmp/hw3_vid_dir2/'
env = wrappers.Monitor(env, osp.join(expt_dir, "gym"), force=True)
env = wrap_deepmind(env)
return env
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