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handle no info mask (#3026)
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@@ -56,12 +56,15 @@ def step_to_new_api(
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"TimeLimit.truncated" not in infos
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or (
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"TimeLimit.truncated" in infos
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and not infos["_TimeLimit.truncated"][i]
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and not infos["TimeLimit.truncated"][i]
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)
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) # vector env, dict info api, if mask is False, it's the same as TimeLimit.truncated attribute not being present for env 'i'
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)
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# vector env, dict info api, for env i, vector mask `_TimeLimit.truncated` is not considered, to be compatible with envpool
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# For env i, `TimeLimit.truncated` not being present is treated same as being present and set to False.
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# therefore, terminated=True, truncated=True simultaneously is not allowed while using compatibility functions
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# with vector info
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)
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):
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terminateds.append(dones[i])
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truncateds.append(False)
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@@ -80,10 +83,11 @@ def step_to_new_api(
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truncateds.append(True)
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else:
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# This means info["TimeLimit.truncated"] exists but is False, which means the core environment had already terminated,
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# but it also exceeded maximum timesteps at the same step.
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# but it also exceeded maximum timesteps at the same step. However to be compatible with envpool, and to be backward compatible
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# truncated is set to False here.
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assert dones[i]
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terminateds.append(True)
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truncateds.append(True)
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truncateds.append(False)
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return (
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observations,
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