[rllib] Exception for termination at an environment's time limit #10093
Labels
enhancement
Request for new feature and/or capability
P3
Issue moderate in impact or severity
rllib
RLlib related issues
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.
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