Pytorch-PCGrad
Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning" (by WeiChengTseng)
minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based) (by seungeunrho)
Pytorch-PCGrad | minimalRL | |
---|---|---|
1 | 5 | |
265 | 2,725 | |
- | - | |
1.8 | 1.6 | |
almost 3 years ago | about 1 year ago | |
Python | Python | |
BSD 3-clause "New" or "Revised" License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Pytorch-PCGrad
Posts with mentions or reviews of Pytorch-PCGrad.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-11.
minimalRL
Posts with mentions or reviews of minimalRL.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-07-18.
- Does anyone know good python sources hardcoded of RL?
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Question about pseudocodes
Did you try minimalRL?
- Rl algorithm implemented
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RL agent for simple games?
This github is great.
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PPO+LSTM Implementation
Maybe this implementation helps: https://github.com/seungeunrho/minimalRL/blob/master/ppo-lstm.py
What are some alternatives?
When comparing Pytorch-PCGrad and minimalRL you can also consider the following projects:
pytorch-grad-norm - Pytorch implementation of the GradNorm. GradNorm addresses the problem of balancing multiple losses for multi-task learning by learning adjustable weight coefficients.
ElegantRL - Massively Parallel Deep Reinforcement Learning. 🔥