metaworld

Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning [Moved to: https://github.com/Farama-Foundation/Metaworld] (by rlworkgroup)

Metaworld Alternatives

Similar projects and alternatives to metaworld based on common topics and language

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better metaworld alternative or higher similarity.

metaworld reviews and mentions

Posts with mentions or reviews of metaworld. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-22.
  • Are there any follow-up studies of RL^2 algorithms?
    2 projects | /r/reinforcementlearning | 22 Jan 2022
    Hi r/reinforcementlearning! I recently started to be interested in meta-reinforcement learning, and I am particularly interested in models using recurrent neural networks such as RL2. But after few search I found that most of the recent approach for meta-reinforcement learning is based on MARL method, Although RL2 performed very well in meta rl benchmark paper, meta-world. And it was hard to find follow-up research of RL2 at the same time. Does anyone knows about follow-up researches of RL2?
  • [D] Creating benchmarks for reinforcement learning
    2 projects | /r/MachineLearning | 24 May 2021
    How long does it take to write a benchmark for RL like meta-world (https://github.com/rlworkgroup/metaworld) or multiagent emergence environments (https://github.com/openai/multi-agent-emergence-environments)?

Stats

Basic metaworld repo stats
2
829
3.5
over 1 year ago

rlworkgroup/metaworld is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of metaworld is Python.


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