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I was wondering if you still have the dataset you used to create the deep learning graphs in your paper. I think these datasets can be a very interesting benchmark. The deep offline RL space is curren…
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Any training tricks to stabilizing the training process of UrbanDriver?
1. Optimizer params: learning rate, batch_size, .etc.
2. Since urbandirver is an offline RL method, does any tricks exist to…
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Hi,Wang.I'm sorry to bother you again.After configuring the RL environment for Windows10, I ran the command `python main.py --env_name walker2d-medium-expert-v2 --device 0 --ms offline --lr_decay --e…
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Feedback:
Modelling:
- Do not need too much epochs (Use Wandb to simultaneously visit your performance. Rule of thumb, around 50 is enough)
- Validate after each epoch
- Consider using t11-t16 samples…
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Hi,Zhendong
Could you share your bandit task for me.When I try to vis bandit result.I have a problem.
This is my email: ray20010302@163.com
I really need it.Thanks!
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Hi!
First and foremost, thanks for your contribution.
I'm using this dataset in my research; however, I'm having troubles to use the dataset after reading the SIGIR paper "RL4RS: A Real-World Da…
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### Question
Hi, please state clearly in the documentation and dataset definition if in a time step "r_0" is consequence of "a_0"
With previous Offline RL libs, there has been some confusion wi…
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My application has a status of 'Testing' and the consent screen is configured for an external user type, causing the token to expire in 7 days.
How to automatically refresh the access token on the …
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### Description
I uploaded a zip file to arxiv containing both a `main.tex` and an older `ICMLmain.tex` (an older version of the paper meant to be submitted at a different venue than I actually submi…
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I'm build a offline RL model with custom collected logs data.
I'm not sure how to understand trained model performance, one way is to add evaluators such as TDErrorEvaluator , the other way is to tr…