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Our team [KABasalt](https://github.com/BASALT-2022-Karlsruhe) participated in last year's BASALT competition and we noticed that RLHP currently lacks support for human preferences.
## Problem:
On…
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Interesting Resources:
- [RL Curriculum Learning](https://lilianweng.github.io/lil-log/2020/01/29/curriculum-for-reinforcement-learning.html)
- [meta-RL](https://lilianweng.github.io/lil-log/2019/…
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### Proposal
To encourage the use of Gymnasium and build up the RL community, I would propose that a large range of tutorials are created.
This is a list of tutorials that could be made
- [x…
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From our website:
> Flow: a deep reinforcement learning framework for mixed-autonomy traffic
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> Flow leverages state-of-the-art deep RL libraries and the open-source microsimulator, SUMO, enabli…
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## 一言でいうと
強化学習で大規模な分散学習を行う研究。A3Cでは各エージェントは勾配を中央サーバーに送るが、提案手法(IMPALA)では経験(状態/行動/報酬)をそのまま中央(Learner)に送りそこで学習する。よって末端エージェントはoff-policy学習となるが、各経験に重要度をふるためのV-traceという手法を提案している
![image](https://user-i…
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Need research and documentation of major efforts in using Deep Reinforcement Learning in areas like education, health care and energy. Assigning @rithesh17 .
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# IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures #
- Author: Lasse Espeholt, Hubert Soyer, Remi Munos, Karen Simonyan, Volodymir Mnih, Tom Ward, Yotam Dor…
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**RuntimeError** occurs when I run python script *integration_test.py*.
I did not modify any code, just installed *pytorch-seq2seq* and ran the script.
Trying to find out how to run the script w…
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I propose we do a user guide for rlberry. The outline of which would be something like this:
* Installation
* Basic Usage
* Quick Start RL
* Quick Start Deep RL
* Set up of an experiment
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