ddpg-agent

There are 1 repository under ddpg-agent topic.

santhisenan / SDN_DDoS_Simulation
An attempt to detect and prevent DDoS attacks using reinforcement learning. The simulation was done using Mininet.
ryu sdn mininet ddos-simulation openvswitch tensorflow reinforcement-learning ddpg-agent ddos-detection
Language:Python 105
Scitator / Run-Skeleton-Run
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
ddpg reinforcement-learning nips nips-2017 pytorch trpo ppo physics-based tensorflow actor-critic ddpg-agent pytorch-solution
Language:Python 84
AkshayS21 / Reinforcement-Learning-for-Optimal-Financial-Trading
Implementation of the DDPG algorithm for Optimal Finance Trading
actor-critic ddpg-algorithm ddpg-agent finance capm almgren-chriss
Language:Jupyter Notebook 42
josiahls / fast-reinforcement-learning
Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme
fastai reinforcement-learning dqn agents learner fastai-library pytorch openai ddpg-agent gyms ddpg dqn-pytorch
Language:Jupyter Notebook 38
pawan47 / Fetchreach_gym
Implementation of DDPG+HER on gym robotics environment FetchReach-v1
ddpg-agent fetchreach-v1 openai-gym-robotic-arm robotic-arm-agent
Language:Python 32
kinwo / deeprl-continuous-control
Learning Continuous Control in Deep Reinforcement Learning
deep-reinforcement-learning pytorch continuous-control unity-ml-agents ddpg ddpg-algorithm ddpg-agent reinforcement-learning reinforcement-learning-algorithms
Language:HTML 14
joanby / drl2.0
La combinación más inteligente de Deep Q-Learning, Políticas de Gradiente, Actor-Crítico y DDPG utilizando PyTorch
pytorch pytorch-implementation deep-reinforcement-learning deep-learning actor-critic td3 ddpg-pytorch ddpg-algorithm ddpg-agent ddpg superdatascience-course
Language:Jupyter Notebook 13
qiaochen / DDPG_MultiAgent
Multi-Agent training using Deep Deterministic Policy Gradient Networks, Solving the Tennis Environment
ddpg-agent deep-deterministic-policy-gradient deep-reinforcement-learning multi-agent-reinforcement-learning
Language:Python 11
vivekthota16 / Project-Collaboration-and-Competition-Udacity-Deep-Reinforcement-Learning
Tennis Game play using Multi Agent DDPG - Deep Reinforcement Learning
deep-reinforcement-learning maddpg jupyter-notebook ddpg-agent pytorch-implementation python3 adam-optimizer ornstein-uhlenbeck
Language:Jupyter Notebook 9
KanishkNavale / DDPG-PER-PEN
The DDPG algorithm incorporates Actor-Critic Deep Learning Agent for solving continuous action reinforcement learning problems.
actor-critic continuous-action-space ddpg ddpg-agent deep-learning deep-reinforcement-learning lunarlandercontinous-v2 openai-gym parameter-noise prioritized-experience-replay python3 pytorch reinforcement-learning
Language:Python 7
koriavinash1 / Brain_Tumor_Localization_using_RL_agent
Deep Reinforcement learning based tumour localisation
reinforcement-learning medical-imaging deep-reinforcement-learning object-localization dqn ddpg-agent continuous-action-space deep-convolutional-neural-networks regression
Language:Python 6
kinwo / deeprl-tennis-competition
Learning to play tennis from scratch with AlphaGo Zero style self-play using DDPG
alphago alphago-zero alphagozero reinforcement-learning pytorch ddpg ddpg-algorithm ddpg-agent reinforcement-learning-algorithms reinforcement-learning-agent deep-reinforcement-learning
Language:HTML 4
DRLND-Collaborate-n-Competition
Ohara124c41 / DRLND-Collaborate-n-Competition
Learn how to apply reinforcement learning methods to applications that involve multiple, interacting agents. These techniques are used in a variety of applications, such as the coordination of autonomous vehicles.
maddpg ddpg-agent pytorch dqn
Language:Jupyter Notebook 2
silviomori / udacity-deep-reinforcement-learning-p3-collab-compet
artificial-intelligence artificial-neural-networks deep-learning deep-reinforcement-learning udacity udacity-nanodegree machine-learning ddpg ddpg-agent maddpg pytorch python unity-agents unity3d ml-agents mlagents ai reinforcement-learning unity-environment deep-neural-networks
Language:Jupyter Notebook 2
GuillermoVR92 / Deep-RL-DDPG_Reacher
DDPG algorithm applied for the double-jointed arm that can move to target locations.
deep-reinforcement-learning reinforcement-learning ddpg-agent reacher-environment
Language:Jupyter Notebook 1
silviomori / udacity-deep-reinforcement-learning-p2-continuous-control
Create and train a double-jointed arm agent that is able to maintain its hand in contact with a moving target
artificial-intelligence artificial-neural-networks deep-learning deep-reinforcement-learning udacity udacity-nanodegree machine-learning ddpg ddpg-agent pytorch unity-agents unity3d continuous-control reinforcement-learning ai unity-environment deep-neural-networks python
Language:Jupyter Notebook 1
unnat5 / deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
reinforcement-learning deep-reinforcement-learning deep-q-network actor-critic ddpg-agent deep-learning neural-network
Language:Jupyter Notebook 1
abhayraw1 / DDPG
DDPG Implementaion on bare tensorflow
reinforcement-learning ddpg-agent ddpg robotics tensorflow
Language:Python 0
adityasahastrabudhe01 / RL-Quadcopter-2
Teach a Quadcopter How to Fly!
reinforcement-learning keras ddpg-agent python
Language:HTML 0
Aldric-L / DDPG-Oligopolies-Simulator
Learning agents in oligopolies (Cournot / Stackelberg) Agent-based model
agent-based-modeling algorithmic-collusion cournot-competition ddpg-agent ddpg-algorithm stackelberg-game
Language:C++ 0
DefUs3r / Policy-Gradient-Methods
Implementation of Policy Gradient Methods for Continuous and Discrete Action Spaces
reinforcement-learning openai-gym dqn ddpg-agent
Language:HTML 0
hmisra / Reacher-DDPG
A model to control a double-jointed arm to reach target using Deep Deterministic Policy Gradients
ddpg-agent deep-reinforcement-learning actor-critic-methods
Language:ASP 0
kyle-jarvis / drlnd-continuous-control
Basic implementation of continuous control agents trained using deep reinforcement learning. Project 2 of Udacity Deep Reinforcement Learning NanoDegree.
deep-reinforcement-learning ddpg-agent ddpg-pytorch
Language:Python 0
nisch100 / Reinforcement_Learning
Implementations of Rl algorithms ranging from Q-learning to Multi-Agent RL using DDPG in unity and gym environments.
reinforcement-learning ddpg-agent policy-gradients openai-gym actor-critic
Language:Jupyter Notebook 0
ukoksoy / DDPGAgent-TargetSeeker
The program uses the DDPG algorithm and tf_agents library to train an agent in a custom environment called "TargetSeeker"
custom-environment ddpg ddpg-agent deep-reinforcement-learning reinforcement-learning target-searching tf-agents
Language:Python 0
alessandroleite / tennis-rl
Usage of Unity ML-Agents train two agents to play tennis
reinforcement-learning deep-reinforcement-learning unity-ml-agents unity-ml deep-learning maddpg ddpg-agent
Language:Jupyter Notebook
jhonsonlee / ddpg-in-reacher-env
Reinforcement Learning Project using DDPG
reinforcement-learning reinforcement-learning-algorithms reacher-environment ddpg-algorithm ddpg-agent ddpg-pytorch
Language:Python
yingzwang / RL-Quadcopter-2
Teach a quadcopter how to fly using reinforcement learning!
reinforcement-learning deep-deterministic-policy-gradient ddpg-agent actor-critic quadcopter deep-reinforcement-learning
Language:HTML

ddpg-agent

santhisenan / SDN_DDoS_Simulation

Scitator / Run-Skeleton-Run

AkshayS21 / Reinforcement-Learning-for-Optimal-Financial-Trading

josiahls / fast-reinforcement-learning

pawan47 / Fetchreach_gym

kinwo / deeprl-continuous-control

joanby / drl2.0

qiaochen / DDPG_MultiAgent

vivekthota16 / Project-Collaboration-and-Competition-Udacity-Deep-Reinforcement-Learning

KanishkNavale / DDPG-PER-PEN

koriavinash1 / Brain_Tumor_Localization_using_RL_agent

kinwo / deeprl-tennis-competition

Ohara124c41 / DRLND-Collaborate-n-Competition

silviomori / udacity-deep-reinforcement-learning-p3-collab-compet

GuillermoVR92 / Deep-RL-DDPG_Reacher

silviomori / udacity-deep-reinforcement-learning-p2-continuous-control

unnat5 / deep-reinforcement-learning

abhayraw1 / DDPG

adityasahastrabudhe01 / RL-Quadcopter-2

Aldric-L / DDPG-Oligopolies-Simulator

DefUs3r / Policy-Gradient-Methods

hmisra / Reacher-DDPG

kyle-jarvis / drlnd-continuous-control

nisch100 / Reinforcement_Learning

ukoksoy / DDPGAgent-TargetSeeker

alessandroleite / tennis-rl

jhonsonlee / ddpg-in-reacher-env

yingzwang / RL-Quadcopter-2