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@@ -1,30 +1,78 @@ |
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-from typing import Optional |
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-import argparse |
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import sys |
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-import metaworld |
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-import gym |
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+from typing import Optional |
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+import gym |
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+import metaworld |
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from sample_factory.cfg.arguments import parse_full_cfg, parse_sf_args |
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from sample_factory.envs.env_utils import register_env |
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from sample_factory.train import run_rl |
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- |
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-def make_custom_env(full_env_name: str, cfg=None, env_config=None, render_mode: Optional[str] = None): |
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- # see the section below explaining arguments |
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- return gym.make("pick-place-v2", render_mode=render_mode) |
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+ENV_NAMES = [ |
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+ "assembly-v2", |
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+ "basketball-v2", |
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+ "bin-picking-v2", |
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+ "box-close-v2", |
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+ "button-press-topdown-v2", |
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+ "button-press-topdown-wall-v2", |
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+ "button-press-v2", |
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+ "button-press-wall-v2", |
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+ "coffee-button-v2", |
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+ "coffee-pull-v2", |
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+ "coffee-push-v2", |
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+ "dial-turn-v2", |
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+ "disassemble-v2", |
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+ "door-close-v2", |
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+ "door-lock-v2", |
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+ "door-open-v2", |
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+ "door-unlock-v2", |
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+ "hand-insert-v2", |
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+ "drawer-close-v2", |
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+ "drawer-open-v2", |
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+ "faucet-open-v2", |
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+ "faucet-close-v2", |
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+ "hammer-v2", |
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+ "handle-press-side-v2", |
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+ "handle-press-v2", |
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+ "handle-pull-side-v2", |
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+ "handle-pull-v2", |
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+ "lever-pull-v2", |
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+ "peg-insert-side-v2", |
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+ "pick-place-wall-v2", |
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+ "pick-out-of-hole-v2", |
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+ "reach-v2", |
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+ "push-back-v2", |
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+ "push-v2", |
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+ "pick-place-v2", |
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+ "plate-slide-v2", |
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+ "plate-slide-side-v2", |
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+ "plate-slide-back-v2", |
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+ "plate-slide-back-side-v2", |
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+ "peg-insert-side-v2", |
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+ "peg-unplug-side-v2", |
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+ "soccer-v2", |
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+ "stick-push-v2", |
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+ "stick-pull-v2", |
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+ "push-wall-v2", |
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+ "push-v2", |
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+ "reach-wall-v2", |
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+ "reach-v2", |
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+ "shelf-place-v2", |
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+ "sweep-into-v2", |
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+ "sweep-v2", |
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+ "window-open-v2", |
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+ "window-close-v2", |
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+] |
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-def parse_args(argv=None, evaluation=False): |
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- # parse the command line arguments to build |
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- parser, partial_cfg = parse_sf_args(argv=argv, evaluation=evaluation) |
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- final_cfg = parse_full_cfg(parser, argv) |
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- return final_cfg |
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+def make_custom_env(full_env_name: str, cfg=None, env_config=None, render_mode: Optional[str] = None): |
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+ return gym.make(full_env_name, render_mode=render_mode) |
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def main(): |
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- """Script entry point.""" |
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- register_env("pick-place-v2", make_custom_env) |
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- cfg = parse_args() |
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+ for env_name in ENV_NAMES: |
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+ register_env(env_name, make_custom_env) |
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+ parser, _ = parse_sf_args(argv=None, evaluation=False) |
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+ cfg = parse_full_cfg(parser) |
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status = run_rl(cfg) |
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return status |
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@@ -65,7 +65,7 @@ REQUIRED_PKGS = [ |
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"huggingface_hub>=0.10", # For sharing objects, environments & trained RL policies |
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"gym==0.26.2", # For RL action spaces and API |
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"hydra-core", |
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- "envpool", |
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+ # "envpool", |
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] |
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