13 results found Sort:

udacity
deep-reinforcement-learning udacity
2.3k
4.8k
mit
181
Repo for the Deep Reinforcement Learning Nanodegree program
dqn ppo ddpg pytorch ml-agents openai-gym pytorch-rl cross-entropy hill-climbing rl-algorithms neural-networks dynamic-programming openai-gym-solutions reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms
Created 2018-07-06
24 commits to master branch, last one 2 years ago
tensorflow
agents tensorflow
721
2.7k
apache-2.0
80
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
dqn bandits tf-agents tensorflow rl-algorithms contextual-bandits multi-armed-bandits reinforcement-learning
Created 2018-11-17
2,297 commits to master branch, last one 2 months ago
rlworkgroup
garage rlworkgroup
307
1.8k
mit
57
A toolkit for reproducible reinforcement learning research.
pytorch tensorflow rl-algorithms reproducibility
Created 2018-06-10
1,221 commits to master branch, last one about a year ago
microsoft
maro microsoft
152
817
mit
26
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
maro raas agent docker finance citi-bike logistics simulator multi-agent rl-algorithms transportation operations-research inventory-management resource-optimization reinforcement-learning multi-agent-reinforcement-learning
Created 2019-12-27
578 commits to master branch, last one 7 months ago
LucasAlegre
sumo-rl LucasAlegre
180
639
mit
11
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
gym sumo python gym-env gymnasium pettingzoo rl-algorithms machine-learning reinforcement-learning traffic-signal-control deep-reinforcement-learning
Created 2018-12-10
212 commits to main branch, last one 3 days ago
sichkar-valentyn
Reinforcement_Learning_in_Python sichkar-valentyn
106
369
mit
7
Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa
sarsa rl-sarsa rl-agents q-learning maze-solver rl-emulator rl-qlearning sarsa-search path-planning rl-algorithms rl-playground shortest-path rl-environment rl-experiments sarsa-learning maze-algorithms obstacle-avoidance q-learning-vs-sarsa reinforcement-learning reinforcement-learning-algorithms
Created 2018-04-26
196 commits to master branch, last one 3 years ago
LucasAlegre
morl-baselines LucasAlegre
34
236
mit
6
Multi-Objective Reinforcement Learning algorithms implementations.
rl gym morl pytorch gymnasium mo-gymnasium rl-algorithms multi-objective multi-objective-rl reinforcement-learning
Created 2022-07-22
430 commits to main branch, last one 27 days ago
RchalYang
torchrl RchalYang
20
202
unknown
4
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
dqn gym ppo sac td3 ddpg trpo mujoco pytorch algorithm policy-agent rl-algorithms reinforcement-learning
Created 2018-12-22
239 commits to master branch, last one 2 years ago
alibaba
EasyReinforcementLearning alibaba
40
199
apache-2.0
17
EasyRL: An easy-to-use and comprehensive reinforcement learning package.
rl-algorithms
Created 2019-12-05
9 commits to master branch, last one 2 years ago
mtrazzi
rl-book-challenge mtrazzi
32
184
mit
9
self-studying the Sutton & Barto the hard way
anki rl-book matplotlib rl-algorithms sutton-barto-book reinforcement-learning
Created 2020-01-24
385 commits to master branch, last one 2 years ago
PacktPublishing
Tensorflow-2-Reinforcement-Learning-Cookbook PacktPublishing
85
182
mit
14
Tensorflow 2 Reinforcement Learning Cookbook, published by Packt
rl-agents rl-web-app train-agents rl-algorithms stock-trading rl-android-app rl-web-service
Created 2020-06-26
329 commits to master branch, last one about a year ago
mail-ecnu
VMAgent mail-ecnu
11
77
mit
12
Our VMAgent is a platform for exploiting Reinforcement Learning (RL) on Virtual Machine (VM) scheduling tasks.
scheduling rl-algorithms scheduling-simulator reinforcement-learning
Created 2021-09-17
99 commits to master branch, last one about a year ago
liuzuxin
cvpo-safe-rl liuzuxin
7
59
gpl-3.0
3
Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)
rl-safety rl-algorithms reinforcement-learning safe-reinforcement-learning
Created 2022-06-14
6 commits to main branch, last one about a year ago