| import argparse,json,sys |
| from pathlib import Path |
| ROOT=Path(__file__).resolve().parent |
| def main(): |
| p=argparse.ArgumentParser(description='MiniWoB click-checkboxes inference with the final RSI policy and GUI world model') |
| p.add_argument('--output',type=Path,required=True) |
| p.add_argument('--seeds',type=int,nargs='+',help='Defaults to the 100 archived final test seeds') |
| p.add_argument('--controller',choices=['selected','world'],default='selected') |
| a=p.parse_args() |
| sys.path.insert(0,str(ROOT/'src')) |
| from policy_service import PolicyEngine |
| import experiment |
| engine=PolicyEngine() |
| experiment.rank=lambda obs,adapter=None:engine.rank({k:obs[k] for k in ['instruction','elements','remaining_actions']},adapter) |
| model=None |
| controller=json.loads((ROOT/'controller_selected.json').read_text()) |
| if a.controller=='world': |
| from gui_world import GUIWorld |
| model=GUIWorld.load_gui(ROOT/'checkpoints/final/world') |
| controller=json.loads((ROOT/'controller_world.json').read_text()) |
| seeds=a.seeds if a.seeds is not None else json.loads((ROOT/'protocol.json').read_text())['splits']['rsi_test'] |
| outcomes=experiment.rollout(seeds,a.output,'hybrid',model,ROOT/'checkpoints/final/policy',controller) |
| print(json.dumps(experiment.summary(outcomes),ensure_ascii=False)) |
| if __name__=='__main__':main() |
|
|
