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Skrl Alternatives
Similar projects and alternatives to skrl
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cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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awesome-isaac-gym
A curated list of awesome NVIDIA Issac Gym frameworks, papers, software, and resources
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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pytorch-blender
:sweat_drops: Seamless, distributed, real-time integration of Blender into PyTorch data pipelines
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better skrl alternative or higher similarity.
skrl reviews and mentions
Posts with mentions or reviews of skrl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-28.
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Isaac Gym with Off-policy Algorithms
skrl will allow you to easily configure and use off-policy algorithms such as DDPG, TD3 and SAC in Isaac Gym, Omniverse Isaac Gym and Isaac Orbit, but I think there will not be significant gains compared to on-policy algorithms.
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Choosing a framework in 2023
Check its comprehensive documentation at https://skrl.readthedocs.io
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Best recurrent RL library?
Also, skrl. It supports RNN, LSTM, GRU, and other variants for A2C, DDPG, PPO, SAC, TD3, and TRPO agents. See the models basic usage and examples
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What is the limit on parallel environments?
In this case, I encourage you to try the skrl RL library that fully supports all of them, among others.
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What's the best "Non-Black Box" framework for SOTA algorithms?
I encourage you to try skrl (https://skrl.readthedocs.io).
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I have a PPO implementation but I am pretty sure it wrong. I need this correct because I would like to add LSTM layer over this. Could someone have a look?
I encourage you to take a look at the skrl library...
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Can we use RNN in RL?
This is the list of examples (to be included in the documentation) that includes RNN: (ddpg_gym_pendulumnovel_gru.py, ddpg_gym_pendulumnovel_lstm.py, ddpg_gym_pendulumnovel_rnn.py, etc.)... and here are some RNN benchmarking results (to be updated for the release)
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A note from our sponsor - InfluxDB
www.influxdata.com | 29 Apr 2024
Stats
Basic skrl repo stats
7
404
9.3
13 days ago
Toni-SM/skrl is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of skrl is Python.
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