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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: 27 Nov 2024
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: 16 Dec 2024
https://github.com/rlworkgroup/garage
A toolkit for reproducible reinforcement learning research.
pytorch reproducibility rl-algorithms tensorflow
Last synced: 19 Dec 2024
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: 20 Dec 2024
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: 19 Dec 2024
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: 02 Nov 2024
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: 21 Dec 2024
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: 19 Dec 2024
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: 30 Oct 2024
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: 07 Nov 2024
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: 11 Dec 2024
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: 16 Dec 2024
https://github.com/ethanmclark1/rl_toolkit
A collection of RL algorithms written in PyTorch
a2c deep-reinforcement-learning dueling-dqn openai-gym policy-gradient pytorch q-table reinforcement-learning reproducibility rl-algorithms
Last synced: 25 Nov 2024
