sbx
Study-Time-Tally
sbx | Study-Time-Tally | |
---|---|---|
5 | 2 | |
265 | 1 | |
- | - | |
6.6 | 1.9 | |
24 days ago | 11 months ago | |
Python | Python | |
MIT License | - |
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.
sbx
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Stable-Baselines3 v2.0: Gymnasium Support
Stable-Baselines Jax (SBX): https://github.com/araffin/sbx
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JAX in Reinforcement Learning
If you want to learn from examples, you can take a look at clean rl or stable baselines jax (sbx): https://github.com/araffin/sbx
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How can I speed up SAC?
You mean wallclock time or sample efficiency? For the former, you can take a look at Jax implementation like: https://github.com/araffin/sbx (SB3 + Jax)
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Stable-Baselines3 v1.8 Release
The Hindsight Experience Replay (HER) buffer is compatible with all off-policy reinforcement learning algorithms. (and also compatible with the Jax version of SB3: https://github.com/araffin/sbx/pull/11).
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JAX or PyTorch?
I haven't used JAX yet but quite excited about it - Little plug for SBX https://github.com/araffin/sbx which seems quite clean!
Study-Time-Tally
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Any motivating words for a failure student?
Set a goal of 100% with this https://github.com/SubaruSteve/Study-Time-Tally then think about how you did it. Then aim for 200%.
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Students who studied last year, what are some tips and advice for first year students during lockdown?
Consider using this to track your hours https://github.com/SubaruSteve/Study-Time-Tally
What are some alternatives?
stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
ultimate-python - Ultimate Python study guide for newcomers and professionals alike. :snake: :snake: :snake:
jaxrl - JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
jaxrl_m - Skeleton for scalable and flexible Jax RL implementations
fselect - Find files with SQL-like queries
Terminal-Video-Player - A program that can display video in the terminal using ascii characters
RL-X - A framework for Reinforcement Learning research.
rl-baselines3-zoo - A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.