Image Dataset from D4RL for Mujoco Tasks

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

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  • pytorch_sac_ae

    PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

    • afaik D4RL uses the mujoco-py and control tasks from Gym. The majority of papers on pixel-based control tasks use dm_control and the DeepMind Control Suite. For example, see the sac_ae repo.

  • eirli

    An Empirical Investigation of Representation Learning for Imitation (EIRLI), NeurIPS'21

    • I am not aware of any for DM control tasks. Might worth looking at this if you’re interested in other environments.

  • 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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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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