Spec for RL agent implementation?

• gym

  96 33,873 0.0 Python

  A toolkit for developing and comparing reinforcement learning algorithms.

  

Open AI Gym is the most widely used one, but it is only a spec for environment. Nothing else. https://github.com/openai/gym

• acme

  11 3,373 6.0 Python

  A library of reinforcement learning components and agents

  

Acme has a slightly different one: https://github.com/deepmind/acme which includes specs for agents, buffers etc. It is very general. You can see their component description here: https://github.com/deepmind/acme/blob/master/docs/components.md

• InfluxDB

  www.influxdata.com sponsored

  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.

  

• rlpyt

  4 2,197 0.0 Python

  Reinforcement Learning in PyTorch

rlpyt also has abstractions for additional things besides environments: https://github.com/astooke/rlpyt

Suggest a related project