Data

Tools

Indexes

Applications

Experiments

Open Sustainable Technology

https://github.com/instadeepai/marl-eval

A tool for aggregating and plotting MARL experiment data.
benchmarking evaluation experiment marl multi-agent-reinforcement-learning multi-agent-systems reinforcement-learning research
Added: over 1 year ago - Last Synced: 11 months ago - Created: July 28, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 21
  • Committers: 4
  • Issues: 7
  • Pull Requests: 55
  • Owner: instadeepai
  • Stars: 47
  • Forks: 3
  • Packages: 1
  • Downloads: 39
https://github.com/cn-upb/deepcomp

Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning
cell-selection cellular comp mobile multi-agent-reinforcement-learning ppo python ray reinforcement-learning rllib simulation wireless
Added: over 1 year ago - Last Synced: 11 months ago - Created: April 29, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 793
  • Committers: 5
  • Issues: 3
  • Pull Requests: 11
  • Owner: CN-UPB
  • Stars: 52
  • Forks: 13
  • Packages: 1
  • Downloads: 52
https://github.com/stefanbschneider/mobile-env

An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.
autonomous cell-selection cellular coordination environment evaluation gym gymnasium management mobile mobile-networks multi-agent-reinforcement-learning optimization python python3 reinforcement-learning rllib simulation stable-baselines wireless
Added: over 1 year ago - Last Synced: 11 months ago - Created: March 20, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 77
  • Committers: 5
  • Issues: 18
  • Pull Requests: 27
https://github.com/pytorch/rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
ai control decision-making distributed-computing machine-learning marl model-based-reinforcement-learning multi-agent-reinforcement-learning pytorch reinforcement-learning rl robotics torch
Added: over 1 year ago - Last Synced: 11 months ago - Created: February 01, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1349
  • Committers: 146
  • Issues: 233
  • Pull Requests: 633
  • Owner: pytorch
  • Stars: 1823
  • Forks: 245
  • Packages: 2
  • Downloads: 39,564
https://github.com/asieradzk/rl_matrix

Reinforcement Learning Agents in .NET
cartpole deep-learning deep-reinforcement-learning dotnet dqn gail gail-ppo machine-learning multi-agent multi-agent-reinforcement-learning multi-environment ppo proximal-policy-optimization reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms reinforcement-learning-environments sac soft-actor-critic
Added: over 1 year ago - Last Synced: 11 months ago - Created: August 15, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: C#
  • Commits: 26
  • Committers: 2
  • Issues: 5
  • Pull Requests: 0
  • Owner: asieradzk
  • Stars: 51
  • Forks: 2
  • Packages: 0