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[rllib] Exception for termination at an environment's time limit #10093

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zigui-ps opened this issue Aug 13, 2020 · 0 comments
Closed

[rllib] Exception for termination at an environment's time limit #10093

zigui-ps opened this issue Aug 13, 2020 · 0 comments
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enhancement Request for new feature and/or capability P3 Issue moderate in impact or severity rllib RLlib related issues

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@zigui-ps
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Describe your feature request

Time Limits in Reinforcement Learning (paper: https://arxiv.org/abs/1712.00378)

IMO, For time-unlimited tasks, an agent getting 0 rewards at the beyond of time horizon can decrease RL performance.
I suggest making an option to select a time limit exception in rllib.

@zigui-ps zigui-ps added enhancement Request for new feature and/or capability triage Needs triage (eg: priority, bug/not-bug, and owning component) labels Aug 13, 2020
@ericl ericl added P3 Issue moderate in impact or severity and removed triage Needs triage (eg: priority, bug/not-bug, and owning component) labels Aug 14, 2020
@ericl ericl added this to the RLlib Bugs milestone Mar 11, 2021
@ericl ericl removed the rllib label Mar 11, 2021
@gjoliver gjoliver added the rllib RLlib related issues label Oct 5, 2021
@avnishn avnishn closed this as completed Apr 8, 2023
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Labels
enhancement Request for new feature and/or capability P3 Issue moderate in impact or severity rllib RLlib related issues
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