Projects in Awesome Lists tagged with rl-algorithms
A curated list of projects in awesome lists tagged with rl-algorithms .
https://github.com/udacity/deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
cross-entropy ddpg deep-reinforcement-learning dqn dynamic-programming hill-climbing ml-agents neural-networks openai-gym openai-gym-solutions ppo pytorch pytorch-rl reinforcement-learning reinforcement-learning-algorithms rl-algorithms
Last synced: 19 Jul 2025
https://github.com/tensorflow/agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
bandits contextual-bandits dqn multi-armed-bandits reinforcement-learning rl-algorithms tensorflow tf-agents
Last synced: 15 May 2025
https://github.com/rlworkgroup/garage
A toolkit for reproducible reinforcement learning research.
pytorch reproducibility rl-algorithms tensorflow
Last synced: 14 May 2025
https://github.com/microsoft/maro
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
agent citi-bike docker finance inventory-management logistics maro multi-agent multi-agent-reinforcement-learning operations-research raas reinforcement-learning resource-optimization rl-algorithms simulator transportation
Last synced: 14 May 2025
https://github.com/lucasalegre/sumo-rl
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
deep-reinforcement-learning gym gym-env gymnasium machine-learning pettingzoo python reinforcement-learning rl-algorithms sumo traffic-signal-control
Last synced: 14 May 2025
https://github.com/navneet-nmk/pytorch-rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
ddpg deep-learning deep-reinforcement-learning dqn experience-replay gan generative-adversarial-network gym mujoco mujoco-py openai openai-gym policy-gradient pytorch reinforcement-learning rl-algorithms robotics vae vae-gan variational-autoencoder
Last synced: 20 Oct 2025
https://github.com/lucasalegre/morl-baselines
Multi-Objective Reinforcement Learning algorithms implementations.
gym gymnasium mo-gymnasium morl multi-objective multi-objective-rl pytorch reinforcement-learning rl rl-algorithms
Last synced: 15 May 2025
https://github.com/alibaba/easyreinforcementlearning
EasyRL: An easy-to-use and comprehensive reinforcement learning package.
Last synced: 14 Oct 2025
https://github.com/mtrazzi/rl-book-challenge
self-studying the Sutton & Barto the hard way
anki matplotlib reinforcement-learning rl-algorithms rl-book sutton-barto-book
Last synced: 20 Aug 2025
https://github.com/liuzuxin/cvpo-safe-rl
Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)
reinforcement-learning rl-algorithms rl-safety safe-reinforcement-learning
Last synced: 13 Sep 2025
https://github.com/addy1997/rl-algorithms
This repository has RL algorithms implemented using python
double-expected-sarsa double-sarsa epsilon-greedy-exploration expected-sarsa gradient-bandits hacktoberfest hacktoberfest2020 monte-carlo-methods q-learning q-learning-vs-sarsa reinforcement-learning rl-algorithms sarsa
Last synced: 12 Apr 2025
https://github.com/maik97/wacky-rl
Custom Reinforcement Learning Agents
a2c actor-critic deep-learning deep-reinforcement-learning dqn gym policy-gradient ppo proximal-policy-optimization reinforcement-learning rl-agents rl-algorithms sac soft-actor-critic
Last synced: 21 Sep 2025
https://github.com/zyxue/rljs
RLjs currently serves as an interactive playground for learning reinforcement learning.
agent algorithm policy-iteration q-learning react reinfrocement-learning rl-algorithms value-iteration
Last synced: 16 May 2026
https://github.com/pvnieo/beating-atari
Implementation of RL algorithms to beat Atari 2600 games
atari double-dqn dqn pytorch reinforcement-learning rl-algorithms
Last synced: 07 May 2026
https://github.com/amifunny/rl-notebooks
This is a repository for Coursera Reinforcement Learning Course Notebook ,, these consist of my solutions. Feel Free to take a look , if you are stuck in Course and suggest corrections, if you find any mistake. Also Useful if you are looking for an implementation of RL-Algorithms. ** NOTE THESE NOTEBOOKS DON'T WORK AS THEY DO NOT CONTAIN UTILITY FILES WHICH ARE AVAILABLE ONLY ON COURSERA.
assignment-solutions coursera-reinforcement-learning function-approximation reinforcement-learning rl-algorithms sample-based-learning
Last synced: 18 May 2026
https://github.com/rahulsamant37/meta-hackathon
A complete, runnable ITSM benchmark environment with 181 deterministic tasks, graded scoring, dense rewards, and a standard API plus baseline runner for structured execution.
docker fastapi grpo hackathon openai openenv-environment rl-algorithms
Last synced: 30 May 2026
https://github.com/mohankrishnagr/reinforcement-learning-taxi-v3
A comprehensive solution to the Classic Taxi Problem using Reinforcement Learning (RL) and OpenAI Gym (Taxi-v3). This repository includes Python code for Q-learning implementation, a detailed presentation, and visualizations to demonstrate the agent's learning process. Perfect for anyone exploring RL concepts, Q-learning, or Gym environments.
artificial-intelligence openai-gym python q-learning reinforcement-learning rl-algorithms taxi-problem
Last synced: 12 Apr 2026
