actor-critic-algorithm

fangvv/UAV-DDPG

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

philtabor/Multi-Agent-Deep-Deterministic-Policy-Gradients

A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm

BY571/Soft-Actor-Critic-and-Extensions

PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.

erfanMhi/Deep-Reinforcement-Learning-CS285-Pytorch

Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

garlicdevs/Fruit-API

A Universal Deep Reinforcement Learning Framework

Phoenix-Shen/ReinforcementLearning

强化学习算法库，包含了目前主流的强化学习算法(Value based and Policy based)的代码，代码都经过调试并可以运行

GioStamoulos/BTC_RL_Trading_Bot

A trading bitcoin agent was created with deep reinforcement learning implementations.

ccnets-team/causal-rl

Causal RL: Reverse-Environment Network Integrated Actor-Critic Algorithm

BY571/D4PG

PyTorch implementation of D4PG with the SOTA IQN Critic instead of C51. Implementation includes also the extensions Munchausen RL and D2RL which can be added to D4PG to improve its performance.

kcg2015/DDPG_numpy_only

Implemenation of DDPG with numpy only (without Tensorflow)

jekyllstein/Reinforcement-Learning-Sutton-Barto-Exercise-Solutions

Chapter notes and exercise solutions for Reinforcement Learning: An Introduction by Sutton and Barto

nitish-kalan/CartPole-v1-Actor-Critic-Keras

Solving CartPole-v1 environment in Keras with Actor Critic algorithm an Deep Reinforcement Learning algorithm

XuehaiPan/Soft-Actor-Critic

PyTorch Implementation of Soft Actor-Critic Algorithm

imraviagrawal/Reinforcement-Learning-Implementation

Implementation of Reinforcement Algorithms from scratch

mkurovski/deep_rl_nanodegree

Project Solutions for my Deep Reinforcement Learning Nanodegree at Udacity

nima-siboni/simplest-world-Actor-Critic

Reinforcement learning, Policy Gradient, Actor-Critic, AC, Agent-based Simulation, Simple-world

AkshayS21/Reacher-Environment-Continuous-Control-with-DDPG-algorithm

Implementation of the DDPG algorithm to solve Continuous Control Reacher Environment

HYDesmondLiu/RUBICON

A novel method to incorporate existing policy (Rule-based control) with Reinforcement Learning.

prajwalthakur/Projects

This Repository contains my projects!

amirhosseinh77/NN-Control

Control Methods for Dynamic Systems based on Neural Networks

RsGoksel/Reinforcement-Learning-PongGame

Reinforcement Learning - PPO (Proximal Policy Optimization) Implementation to Pong Game

SamYuen101234/chrome_dino_RL

A very detailed project of Chrome Dinosaur in Deep RL for beginners

kkothari93/ActorCritic-ECE586-Project

Implementation of the actor critic algorithm for MountainCarContinuous-v0 OpenAI gym environment.

meet-minimalist/Udacity-Deep-Learning-Project-5-Fly-Quadcopter

Fly Quadcopter using Deep Reinforcement Learning

rtharungowda/Soft-Actor-Critic-Pytorch

Implement soft actor critic in pytorch to play a game of balancing pendulum in openai gym.

SumanSudhir/Collaboration-and-Competition

Course Project of the course Foundation of Intelligent Learning Agent(CS747)

d-dawg78/MVA_RL

Master MVA - Reinforcement Learning Project

ganjalipour/Reinforcement-learning

Deep Q-Network, Actor-critic , Policy gradient implementation in python

joshGilstrap/Asynchronous-Advanced-Actor-Critic

A reinforcement learning A3C implementation trained to play Super Mario Bros

kotsonis/ddpg-reacher

A Deep Deterministic Policy Gradient Actor-Critic reinforcement learning solution to the Unity-ML(Udacity) Reacher environment

Sohaib1424/Reinforcement-Learning-projects

vrona/BOT88

Self Driving Racing Car Agent (Deep Deterministic Policy Gradient algorithm)

SwamiKannan/Reinforcement-Learning-Specialization

Programming Assignments for Reinforcement Learning Specialization