policy-gradients
There are 22 repositories under policy-gradients topic.
andri27-ts/Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
seungeunrho/minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
sudharsan13296/Hands-On-Reinforcement-Learning-With-Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
deepanshut041/Reinforcement-Learning
Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch
cyoon1729/Policy-Gradient-Methods
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
LxzGordon/Deep-Reinforcement-Learning-with-pytorch
Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO
garlicdevs/Fruit-API
A Universal Deep Reinforcement Learning Framework
artem-oppermann/Deep-Reinforcement-Learning
A collection of several Deep Reinforcement Learning techniques (Deep Q Learning, Policy Gradients, ...), gets updated over time.
MahanFathi/Model-Based-RL
Model-based Policy Gradients
nslyubaykin/relax
ReLAx - Reinforcement Learning Applications Library
stewy33/pong-with-policy-gradients
Code for an intro to RL workshop. You'll be training a simple agent to play pong using policy gradients. Adapted from http://karpathy.github.io/2016/05/31/rl/
arjuntheprogrammer/TheSchoolOfAI
Projects for The School of AI
NickKaparinos/Stanford-CS-234-RL-2022
Solutions to the Stanford CS:234 Reinforcement Learning 2022 course assignments.
thedatamonk/Unity-Continuous-Control
Project 2 of Udacity Deep Reinforcement Learning Nanodegree
97jay/DOOM-Game
The objective of this project is to develop an autonomous agent to perform well in the first person shooting games using various reinforcement learning techniques.
escribano89/reacher-ddpg
Udacity Deep Reinforcement Learning Nanodegree. Second Project Implementation (Continuous Control).
kaixi-wang/deep-learning-notebooks
Exploring the fundamentals of neural networks
livankrekh/WalkingMarvin
Remember the sad Marvin from "Hitchhiker's guide to the galaxy"? In this project we train him to walk from the scratch using only pure python with numpy!
nisch100/Reinforcement_Learning
Implementations of Rl algorithms ranging from Q-learning to Multi-Agent RL using DDPG in unity and gym environments.
ViRu-ThE-ViRuS/desTROY
Self Play Actor Critic, Reinforcement Learning on TROY; all puns intended
bay3s/reinforce-rl
Vanilla Policy Gradient (REINFORCE) implementation with PyTorch
yahsiuhsieh/two-link-arm
Policy Gradients, DDPG, and TD3 in gym env