Does the value of the reward matter?

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.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured

  • baselines

    OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

    • Yes this is a good point, I always normalize my rewards such that *returns* are around -3 to 3. The baselines implementation has a good example of this. Aside from normalizing returns it's common to also normalize the advantages. Together this should allow any scale of rewards (I have games where scores range from 0-20 and games that range from 0-600,000 and haven't found a problem so long as I normalize everything :) )

  • 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.

    InfluxDB logo
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.

Suggest a related project

Related posts

  • Microsoft Developer Blogs Search

    1 project | news.ycombinator.com | 2 May 2024

  • The life and times of an Abstract Syntax Tree

    1 project | news.ycombinator.com | 2 May 2024

  • A Convenient Ensembled Perplexity API

    1 project | news.ycombinator.com | 2 May 2024

  • My first code as a beginner!!

    1 project | dev.to | 2 May 2024

  • NPi – An Open Source project for enhancing AI Agents in taking action

    4 projects | news.ycombinator.com | 2 May 2024