Open RL Benchmark by CleanRL 0.5.0

This page summarizes the projects mentioned and recommended in the original post on /r/reinforcementlearning

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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  • cleanrl

    High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

  • wandb

    🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

  • That is a great suggestion. I made a feature request and PR to wandb/client to save conda' environment.yml. So the current wandb==0.10.27 will save the environment.yml by default and we might use it in the future.

  • 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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  • stable-baselines3

    PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

  • What does the value `6` mean? https://github.com/DLR-RM/stable-baselines3/blob/master/stable_baselines3/common/vec_env/vec_monitor.py#L85

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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