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Experiments

Open Sustainable Technology

https://github.com/vitri-ent/finorza

A Minecraft mod for simulating autonomous agents.
autonomous-agents minecraft minecraft-mod minerl reinforcement-learning
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 20, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Java
  • Commits: 24
  • Committers: 2
  • Issues: 0
  • Pull Requests: 2
  • Owner: vitri-ent
  • Stars: 4
  • Forks: 1
  • Packages: 0
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/google/trax

Trax — Deep Learning with Clear Code and Speed
deep-learning deep-reinforcement-learning jax machine-learning numpy reinforcement-learning transformer
Added: over 1 year ago - Last Synced: 11 months ago - Created: October 05, 2019

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1530
  • Committers: 81
  • Issues: 54
  • Pull Requests: 68
  • Owner: google
  • Stars: 7980
  • Forks: 814
  • Packages: 2
  • Downloads: 3,161
https://github.com/danijar/crafter

Benchmarking the Spectrum of Agent Capabilities
artificial-intelligence deep-learning environment minecraft reinforcement-learning simulation
Added: over 1 year ago - Last Synced: 11 months ago - Created: March 10, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 161
  • Committers: 4
  • Issues: 18
  • Pull Requests: 7
  • Owner: danijar
  • Stars: 354
  • Forks: 58
  • Packages: 1
  • Downloads: 928
https://github.com/ml4wifi-devs/mapc-mab

IEEE 802.11bn Multi-AP Coordinated Spatial Reuse with Hierarchical Multi-Armed Bandits
coordinated-spatial-reuse machine-learning multi-armed-bandits reinforcement-learning
Added: over 1 year ago - Last Synced: 11 months ago - Created: October 12, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 137
  • Committers: 6
  • Issues: 0
  • Pull Requests: 24
  • Owner: ml4wifi-devs
  • Stars: 0
  • Forks: 0
  • Packages: 1
  • Downloads: 63
https://github.com/alrhub/fancy_gym

Fancy Gym: Unifying interface for various RL benchmarks with support for Black Box approaches.
bechmarks control deep-learning gymnasium machine-learning reinforcement-learning robotics
Added: over 1 year ago - Last Synced: 11 months ago - Created: August 28, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 680
  • Committers: 18
  • Issues: 43
  • Pull Requests: 64
  • Owner: ALRhub
  • Stars: 29
  • Forks: 11
  • Packages: 1
  • Downloads: 44
https://github.com/rlberry-py/rlberry

An easy-to-use reinforcement learning library for research and education.
multi-armed-bandits reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments
Added: over 1 year ago - Last Synced: 11 months ago - Created: October 15, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1079
  • Committers: 32
  • Issues: 78
  • Pull Requests: 155
  • Owner: rlberry-py
  • Stars: 159
  • Forks: 28
  • Packages: 1
  • Downloads: 124
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/muhd-umer/comyx

Comyx is an optimized and modular Python library for simulating wireless communication systems
6g noma numba numpy pytorch ray reinforcement-learning ris scipy simulation star-ris wireless-communication
Added: over 1 year ago - Last Synced: 11 months ago - Created: May 11, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 879
  • Committers: 2
  • Issues: 0
  • Pull Requests: 5
  • Owner: muhd-umer
  • Stars: 8
  • Forks: 0
  • Packages: 1
  • Downloads: 116
https://github.com/lgsvl/simulator

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
3d airsim api artificial-intelligence autonomous autoware baidu carla computer-vision csharp deep-learning game-engine machine-learning reinforcement-learning ros self-driving-car simulator tensorflow unity unreal-engine
Added: over 1 year ago - Last Synced: 11 months ago - Created: July 02, 2018

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: C#
  • Commits: 2067
  • Committers: 44
  • Issues: 124
  • Pull Requests: 10
  • Owner: lgsvl
  • Stars: 2208
  • Forks: 762
  • Packages: 0
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/opendilab/lightzero

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios
alpha-beta-pruning alphazero atari board-game board-games continuous-control efficientzero gomoku gumbel-muzero gym mcts mcts-algorithm monte-carlo-tree-search muzero pytorch reinforcement-learning sampled-muzero self-play stochastic-muzero tictactoe
Added: over 1 year ago - Last Synced: 11 months ago - Created: October 08, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 144
  • Committers: 19
  • Issues: 80
  • Pull Requests: 141
  • Owner: opendilab
  • Stars: 858
  • Forks: 68
  • Packages: 1
  • Downloads: 353
https://github.com/shengrenhou/optimal-energy-system-scheduling-combining-mixed-integer-programming-and-deep-reinforcement-learning

The Source code for paper "Optimal Energy System Scheduling Combining Mixed-Integer Programming and Deep Reinforcement Learning". Safe reinforcement learning, energy management
deep-reinforcement-learning energy-management power-system reinforcement-learning safe-reinforcement-learning
Added: over 1 year ago - Last Synced: 11 months ago - Created: July 27, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 10
  • Committers: 2
  • Issues: 6
  • Pull Requests: 0
https://github.com/jiefeng-cse/stable-ddpg-for-voltage-control

Official implementation for the paper
power-system python reinforcement-learning single-phase three-phase voltage-control
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: 10
  • Committers: 2
  • Issues: 3
  • Pull Requests: 0
https://github.com/sryu1/jsbgym

An JSBSim environment for reinforcement learning, original from https://github.com/Gor-Ren/gym-jsbsim
ai flightgear gymnasium jsbsim ml reinforcement-learning rl
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 14, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 160
  • Committers: 2
  • Issues: 9
  • Pull Requests: 1
  • Owner: sryu1
  • Stars: 15
  • Forks: 3
  • Packages: 1
  • Downloads: 73
https://github.com/farama-foundation/stable-retro

Retro games for Reinforcement Learning
gymnasium machine-learning reinforcement-learning retro videogames
Added: over 1 year ago - Last Synced: 11 months ago - Created: May 15, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: C
  • Commits: 460
  • Committers: 39
  • Issues: 29
  • Pull Requests: 135
https://github.com/danijar/embodied

Fast reinforcement learning research
artificial-intelligence deep-learning reinforcement-learning research science tools
Added: over 1 year ago - Last Synced: 11 months ago - Created: January 24, 2016

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 39
  • Committers: 1
  • Issues: 4
  • Pull Requests: 2
  • Owner: danijar
  • Stars: 54
  • Forks: 14
  • Packages: 1
  • Downloads: 30
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/enlite-ai/maze

Maze Applied Reinforcement Learning Framework
applied-machine-learning automation data-science decision-making deep-learning distributed documentation framework machine-learning monitoring optimization python reinforcement-learning simulation
Added: over 1 year ago - Last Synced: 11 months ago - Created: February 11, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1044
  • Committers: 4
  • Issues: 2
  • Pull Requests: 26
  • Owner: enlite-ai
  • Stars: 258
  • Forks: 11
  • Packages: 2
  • Downloads: 63
https://github.com/iamlucaswolf/gym-chess

OpenAI Gym environments for Chess
chess openai-gym python3 reinforcement-learning
Added: over 1 year ago - Last Synced: 11 months ago - Created: May 31, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 10
  • Committers: 1
  • Issues: 7
  • Pull Requests: 1
  • Owner: iamlucaswolf
  • Stars: 21
  • Forks: 18
  • Packages: 1
  • Downloads: 143
https://github.com/markub3327/rl-toolkit

RL-Toolkit: A Research Framework for Robotics
deep-learning docker gsde ml openai-gym pybullet reinforcement-learning reverb rl rl-agents rl-algorithms rl-toolkit sac soft-actor-critic tensorflow tensorflow2 truncated-quantile-critics wandb
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 23, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 916
  • Committers: 3
  • Issues: 0
  • Pull Requests: 69
  • Owner: markub3327
  • Stars: 17
  • Forks: 2
  • Packages: 1
  • Downloads: 248
https://github.com/uoftcprg/pokerkit

[IEEE ToG] An open-source Python library for poker simulations and hand evaluations
artificial-intelligence deep-learning game game-development game-theory holdem-poker imperfect-information-game libratus pluribus poker poker-ai poker-engine poker-evaluator poker-game poker-hands poker-library poker-strategies python reinforcement-learning texas-holdem
Added: over 1 year ago - Last Synced: 11 months ago - Created: February 12, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 162
  • Committers: 3
  • Issues: 8
  • Pull Requests: 3
  • Owner: uoftcprg
  • Stars: 168
  • Forks: 19
  • Packages: 1
  • Downloads: 602
https://github.com/seanman519/rlbot

Reinforcement Learning trading
forex forex-bot forex-trading machine-learning metatrader5 reinforcement-learning
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 12, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 18
  • Committers: 1
  • Issues: 0
  • Pull Requests: 10
https://github.com/cypypccpy/dynamic_handover

"Dynamic Handover: Throw and Catch with Bimanual Hands" code repository
bimanual-dexterous-manipulation dexterous-manipulation reinforcement-learning
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 16, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 2
  • Committers: 1
  • Issues: 1
  • Pull Requests: 0
  • Owner: cypypccpy
  • Stars: 11
  • Forks: 1
  • Packages: 0
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
https://github.com/ami-iit/adam

adam implements a collection of algorithms for calculating rigid-body dynamics in Jax, CasADi, PyTorch, and Numpy.
adam-robotics automatic-differentiation casadi jax motion-planning numpy optimization python pytorch reinforcement-learning rigid-body-dynamics robotics urdf
Added: over 1 year ago - Last Synced: 11 months ago - Created: May 25, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 332
  • Committers: 8
  • Issues: 30
  • Pull Requests: 54
  • Owner: ami-iit
  • Stars: 110
  • Forks: 17
  • Packages: 1
  • Downloads: 136
https://github.com/dhruvramani/gym-render-browser

Render RL environments on a web browser with just one extra line of code.
gym gym-environment reinforcement-learning
Added: over 1 year ago - Last Synced: 11 months ago - Created: September 10, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 10
  • Committers: 1
  • Issues: 4
  • Pull Requests: 0
  • Owner: dhruvramani
  • Stars: 19
  • Forks: 0
  • Packages: 1
  • Downloads: 43
https://github.com/yannbouteiller/rtgym

Easily implement custom Gymnasium environments for real-time applications
custom gym gym-environment gymnasium real-time reinforcement-learning
Added: over 1 year ago - Last Synced: 11 months ago - Created: October 27, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 66
  • Committers: 2
  • Issues: 1
  • Pull Requests: 1
https://github.com/mitrefireline/simharness

An open-source Reinforcement Learning (RL) harness written in Python to work with SimFire for training agents to fight wildfires on real data.
python reinforcement-learning simulation wildfire
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 08, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 377
  • Committers: 6
  • Issues: 2
  • Pull Requests: 0
https://github.com/ueva/barl-simpleoptions

A Python package that provides a simple framework for working with Options in Reinforcement Learning.
hierarchical-reinforcement-learning reinforcement-learning reinforcement-learning-options research rl university-of-bath
Added: over 1 year ago - Last Synced: 11 months ago - Created: July 25, 2019

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 144
  • Committers: 6
  • Issues: 26
  • Pull Requests: 25
  • Owner: Ueva
  • Stars: 21
  • Forks: 2
  • Packages: 2
  • Downloads: 8
https://github.com/allenai/allenact

An open source framework for research in Embodied-AI from AI2.
ai ai2 computer-vision deep-learning embodied-agent python reinforcement-learning research
Added: over 1 year ago - Last Synced: 11 months ago - Created: January 14, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1833
  • Committers: 26
  • Issues: 44
  • Pull Requests: 106
  • Owner: allenai
  • Stars: 296
  • Forks: 46
  • Packages: 2
  • Downloads: 292
https://github.com/Farama-Foundation/Gymnasium-Robotics

A collection of robotics simulation environments for reinforcement learning
d4rl gymnasium mujoco reinforcement-learning robotics simulation
Added: over 1 year ago - Last Synced: 11 months ago - Created: October 25, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 280
  • Committers: 29
  • Issues: 48
  • Pull Requests: 124
https://github.com/hilanzy/moss

Moss is a Python library for Reinforcement Learning.
atari dm-haiku dm-launchpad envpool impala jax library marl pettingzoo ppo pypi reinforcement-learning rlax
Added: over 1 year ago - Last Synced: 11 months ago - Created: February 19, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits:
  • Committers:
  • Issues: 47
  • Pull Requests: 92
  • Owner: hilanzy
  • Stars: 2
  • Forks: 0
  • Packages: 1
  • Downloads: 24
https://github.com/zemlyansky/ppo-tfjs

PPO in Tensorflow.js
ppo reinforcement-learning tensorflowjs tfjs
Added: over 1 year ago - Last Synced: 11 months ago - Created: May 09, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: JavaScript
  • Commits: 8
  • Committers: 1
  • Issues: 3
  • Pull Requests: 0
  • Owner: zemlyansky
  • Stars: 13
  • Forks: 3
  • Packages: 1
  • Downloads: 113
https://github.com/rl-tools/rl-tools

A Fast, Portable Deep Reinforcement Learning Library for Continuous Control
continuous-control cpp deep-learning mujoco reinforcement-learning robotics tinyml tinyrl
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 11, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: C++
  • Commits: 1529
  • Committers: 3
  • Issues: 2
  • Pull Requests: 0
  • Owner: rl-tools
  • Stars: 135
  • Forks: 5
  • Packages: 0
https://github.com/yk7333/d3po

[CVPR 2024] Code for the paper "Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model"
diffusion-models human-feedback reinforcement-learning
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 23, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 36
  • Committers: 2
  • Issues: 6
  • Pull Requests: 2
  • Owner: yk7333
  • Stars: 121
  • Forks: 9
  • Packages: 0
https://github.com/corl-team/xland-minigrid

JAX-accelerated Meta-Reinforcement Learning Environments Inspired by XLand and MiniGrid 🏎️
jax meta-reinforcement-learning minigrid python reinforcement-learning xland
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 01, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 33
  • Committers: 2
  • Issues: 4
  • Pull Requests: 1
  • Owner: corl-team
  • Stars: 142
  • Forks: 10
  • Packages: 0