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38fd83c 161dd4c 38fd83c 161dd4c 38fd83c 161dd4c 38fd83c 161dd4c 38fd83c 161dd4c 38fd83c 161dd4c 38fd83c 161dd4c 38fd83c 161dd4c 38fd83c 161dd4c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 | import os
from typing import List, Tuple
from env import EmailTriageEnv
def smart_agent_logic(desc: str) -> List[int]:
desc = desc.lower()
if any(x in desc for x in ["password", "hacked", "breach", "phish", "threat", "ransomware"]):
return [2, 2, 2] if "threat" in desc or "ransomware" in desc else [2, 1, 2]
if any(x in desc for x in ["billing", "refund", "invoice", "payment"]):
return [1, 2, 2]
if any(x in desc for x in ["slow", "error", "bug", "support"]):
return [0, 1, 1]
return [0, 0, 0]
def run_episode(task: str) -> Tuple[float, List[float], int]:
env = EmailTriageEnv(task=task)
state = env.reset()
rewards: List[float] = []
steps = 0
total_reward = 0.0
while True:
if state.get("done"):
break
desc = state["description"]
action = smart_agent_logic(desc)
state, reward, done, _, _ = env.step(action)
rewards.append(reward)
total_reward += reward
steps += 1
if done:
break
score = total_reward / len(rewards) if rewards else 0.0
return score, rewards, steps
def main():
task = os.getenv("MY_ENV_V4_TASK", "easy")
score, rewards, steps = run_episode(task)
print(f"Task={task} | Steps={steps} | Score={score:.3f}")
if __name__ == "__main__":
main() |