Top 6 pomdp Open-Source Projects

• pomdp-baselines

  5 275 4.3 Python

  Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022

• pomdp-py

  1 194 7.2 Python

  A framework to build and solve POMDP problems. Documentation: https://h2r.github.io/pomdp-py/

  

• 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.

  

• popgym

  4 145 6.1 Python

  Partially Observable Process Gym

  

• episodic-transformer-memory-ppo

  5 109 2.5 Python

  Clean baseline implementation of PPO using an episodic TransformerXL memory

Project mention: Question about Transformer model input in RL | /r/reinforcementlearning | 2023-06-17

Check out this implementation https://github.com/MarcoMeter/episodic-transformer-memory-ppo

• recurrent-ppo-truncated-bptt

  6 106 3.2 Jupyter Notebook

  Baseline implementation of recurrent PPO using truncated BPTT

• endless-memory-gym

  1 67 6.7 Python

  Challenging Memory-based Deep Reinforcement Learning Agents

pomdp related posts

• Best recurrent RL library?

  2 projects | /r/reinforcementlearning | 31 Jan 2023

• In Latest Machine Learning Research, A Group at CMU Release a Simple and Efficient Implementation of Recurrent Model-Free Reinforcement Learning (RL) for Future Work to Use as a Baseline for POMDP Algorithms

  2 projects | /r/machinelearningnews | 31 Aug 2022

• [R] Recurrent Model-Free RL is a Strong Baseline for Many POMDPs

  2 projects | /r/MachineLearning | 15 Oct 2021

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