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first meaningful runs

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This commit is contained in:
Daniel Rosel
2026-03-08 21:37:13 +01:00
parent 4c658a93a7
commit 73a1dafc6e
5 changed files with 96 additions and 25 deletions
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11
engine/lib/behavior.py
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@@ -110,10 +110,12 @@ def adjust_behavior_to_condition(condition, transition_matrix):
return pd.DataFrame(expanded, index=new_rows, columns=new_cols)
def sample_behavior(condition, human=True, max_len=40):
def get_adjusted_transitions(condition, human=True):
base_pivot = _get_base_pivot(human)
adjusted_transitions = adjust_behavior_to_condition(condition, base_pivot)
return adjust_behavior_to_condition(condition, base_pivot)
def sample_behavior_from_transitions(adjusted_transitions, max_len=40):
trajectory = [np.random.choice(adjusted_transitions.index)]
while len(trajectory) < max_len and "checkout" not in trajectory[-1]:
probs = np.asarray(adjusted_transitions.loc[trajectory[-1]].values, dtype=float)
@@ -127,6 +129,11 @@ def sample_behavior(condition, human=True, max_len=40):
return trajectory
def sample_behavior(condition, human=True, max_len=40):
adjusted_transitions = get_adjusted_transitions(condition, human=human)
return sample_behavior_from_transitions(adjusted_transitions, max_len=max_len)
if __name__ == "__main__":
t = sample_behavior(generate_demand_for_actor(np.array([10, 20, 30])), human=True)
print(t)