Projects in Awesome Lists tagged with rllib

https://github.com/ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

automl data-science deep-learning deployment distributed hyperparameter-optimization hyperparameter-search java llm-serving machine-learning model-selection optimization parallel python pytorch ray reinforcement-learning rllib serving tensorflow

Last synced: 16 Dec 2024

https://github.com/Replicable-MARL/MARLlib

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

deep-reinforcement-learning multi-agent-reinforcement-learning pytorch ray rllib

Last synced: 30 Oct 2024

https://github.com/Draichi/T-1000

:zap: :zap: 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐

algotrading bot ray reinforcement-learning-bot rl rllib trading trading-bot

Last synced: 01 Nov 2024

https://github.com/Draichi/cryptocurrency_prediction

:zap: :zap: 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐

algotrading bot ray reinforcement-learning-bot rl rllib trading trading-bot

Last synced: 18 Dec 2024

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

Last synced: 18 Dec 2024

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

Last synced: 18 Nov 2024

https://github.com/0xangelo/raylab

Reinforcement learning algorithms in RLlib

bokeh deep-learning generative-models machine-learning model-based-rl normalizing-flows pytorch reinforcement-learning rllib streamlit

Last synced: 12 Nov 2024

https://github.com/jacopopan/a-minimalist-guide

Walkthroughs for DSL, AirSim, the Vector Institute, and more

airsim anaconda brax dji-tello-talent mujoco nvidia ray rllib robomaster-s1 robomaster-sdk slurm tensorflow torch tutorials ubuntu unreal-engine-4

Last synced: 11 Nov 2024

https://github.com/ahmetfurkandemir/supermariobrosrl

Super Mario Bros training with Ray RLlib DQN algorithm

dqn-tensorflow keras ray reinforcement-learning rl rllib tensorflow

Last synced: 16 Nov 2024

https://github.com/elliottower/gobblet-rl

Interactive Multi-Agent Reinforcement Learning Environment for the board game Gobblet using PettingZoo.

multiagent-reinforcement-learning pettingzoo pygame rllib tianshou

Last synced: 13 Oct 2024

https://github.com/michaelfeil/skyjo_rl

Multi-Agent Reinforcement Learning Environment for the card game SkyJo, compatible with PettingZoo and RLLIB

mutli-agent pettingzoo reinforcement-learning rllib

Last synced: 12 Nov 2024

https://github.com/wadaboa/cpr-appropriation

Solutions to the Harvest CPR appropriation problem with policy gradient methods and social learning, for Autonomous and Adaptive Systems class at UNIBO

aas cpr dqn gathering gifting gym harvest policy-gradient ppo reinforce rllib trpo unibo vpg

Last synced: 19 Nov 2024

https://github.com/elliottower/cathedral-rl

Interactive Multi-Agent Reinforcement Learning Environment for the board game Cathedral using PettingZoo

multiagent-reinforcement-learning pettingzoo pygame rllib

Last synced: 13 Oct 2024

https://github.com/dev0guy/amgu

🚦 Traffic Management System 🚏 With Deep Reinforcement Learning 🚗

cityflow drl-pytorch library open-source rllib traffic

Last synced: 06 Nov 2024

https://github.com/globalapptesting/blog-designing-interface-for-hrl-envs

An interface for hierarchical environments.

hierarchical-reinforcement-learning python ray reinforcement-learning rllib

Last synced: 16 Nov 2024

https://github.com/jthelin/hellorayactors

A simple example of distributed actors using ray - http://rllib.io/

actor-model actors python ray rllib

Last synced: 25 Nov 2024

https://github.com/pjarbas/deep-rl

Solving gym environments using RLlib: Industry-Grade Reinforcement Learning

deep-learning deep-reinforcement-learning pytorch rllib tensorboard tensorflow

Last synced: 20 Nov 2024

https://github.com/pjarbas/reinforcement-learning

reinforcement-learning examples

deep-learning deep-reinforcement-learning pytorch reinforcement-learning rllib tensorboard

Last synced: 20 Nov 2024

https://github.com/robinka/warlock-rl

Reinforcement learning for Warlock Brawl, and an ECS implementation of Warlock in TypeScript

agent bun ecs entity-component-system geometric-algebra machine-learning python ray reinforcement-learning rllib typescript warcraft warlock warlockbrawl

Last synced: 13 Nov 2024