o ci @s<dZzddlZWneefyedYnwddlZddlmZddl m Z dZ e ddd eZ e jZe jZe jd d je d krGdne e rLd ndd jd e pTd ddje p\d ddddjddde phd ddegddegddeggddegddegddeggddegddegddeggddS)a [1] Mastering Diverse Domains through World Models - 2023 D. Hafner, J. Pasukonis, J. Ba, T. Lillicrap https://arxiv.org/pdf/2301.04104v1.pdf [2] Mastering Atari with Discrete World Models - 2021 D. Hafner, T. Lillicrap, M. Norouzi, J. Ba https://arxiv.org/pdf/2010.02193.pdf NzCYou have to `pip install highway_env` in order to run this example!)DreamerV3Config)tunez flappy-birdcCstjdddS)Nzintersection-v0) policy_freq)gymmake)ctxr b/home/ubuntu/.local/lib/python3.10/site-packages/ray/rllib/tuned_examples/dreamerv3/highway_env.py sr )num_cpus_for_main_process) num_learnersnum_gpus_per_learnerT)num_envs_per_env_runnerremote_worker_envsF)"metrics_num_episodes_for_smoothingreport_images_and_videosreport_dream_data"report_individual_batch_item_statsM@g?i@i') model_sizetraining_ratio batch_size_Bworld_model_lr critic_lractor_lr)__doc__ highway_env ImportErrorModuleNotFoundErrorprint gymnasiumr(ray.rllib.algorithms.dreamerv3.dreamerv3rrayrnum_gpus register_envconfigrwr c resourceslearners env_runners reportingtrainingr r r r sN