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[rllib] What do the values mean in result.json and progress.csv? #45284

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G-JOEY opened this issue May 12, 2024 · 0 comments
Open

[rllib] What do the values mean in result.json and progress.csv? #45284

G-JOEY opened this issue May 12, 2024 · 0 comments
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question Just a question :) rllib RLlib related issues triage Needs triage (eg: priority, bug/not-bug, and owning component)

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@G-JOEY
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G-JOEY commented May 12, 2024

Through multiagent reinforcement learning using the PPO algorithm, result.json, progress.csv, etc. were created in the /ray_results folder.

Q1. I want to know the meaning of each value (e.g. episode_reward, episode_lengths). Where can I find out? I looked through the ray docs and py files and I didn't find anything.

Q2. A similar question, is it possible to modify values such as episode_lengths? In my reinforcement learning, episode_lengths is 20. Where is this set? (My guess is that it seems to be a preset value, and there is a high probability that it was set in another py file)

@anyscalesam anyscalesam added question Just a question :) triage Needs triage (eg: priority, bug/not-bug, and owning component) rllib RLlib related issues labels Jun 21, 2024
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Labels
question Just a question :) rllib RLlib related issues triage Needs triage (eg: priority, bug/not-bug, and owning component)
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