Using the cross-entropy method to solve Frozen Lake

• cross-entropy-rl

  1 0 10.0 Python

  Using the cross-entropy method to solve Frozen Lake.

The most important parts of the solution are described below, and a complete copy of the source code is included at the end of this post and in my frozen-lake-rl repository.

• gym

  96 33,966 0.0 Python

  A toolkit for developing and comparing reinforcement learning algorithms.

  

Frozen Lake is an OpenAI Gym environment in which an agent is rewarded for traversing a frozen surface from a start position to a goal position without falling through any perilous holes in the ice.

• InfluxDB

  www.influxdata.com featured

  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.

  

Suggest a related project