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GitHub topics: ddpg-agent

santhisenan/SDN_DDoS_Simulation

An attempt to detect and prevent DDoS attacks using reinforcement learning. The simulation was done using Mininet.

Language: Python - Size: 535 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 112 - Forks: 25

mmbajo/AgentGrad

Collection of Reinforcement Learning Algorithm implementations.

Language: Python - Size: 294 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

Scitator/Run-Skeleton-Run

Reason8.ai PyTorch solution for NIPS RL 2017 challenge

Language: Python - Size: 28.6 MB - Last synced at: about 11 hours ago - Pushed at: over 5 years ago - Stars: 84 - Forks: 14

SahilBarbade1203/DeepRL-Ensembled-Stock-Trading-Algorithm

FinSearch Research Competition

Language: Jupyter Notebook - Size: 4.07 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Aldric-L/DDPG-Oligopolies-Simulator

Learning agents in oligopolies (Cournot / Stackelberg) Agent-based model

Language: C++ - Size: 5.53 GB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 4.75 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

abhayraw1/DDPG

DDPG Implementaion on bare tensorflow

Language: Python - Size: 182 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1

josiahls/fast-reinforcement-learning

Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme

Language: Jupyter Notebook - Size: 87.6 MB - Last synced at: 7 months ago - Pushed at: over 4 years ago - Stars: 38 - Forks: 5

qiaochen/DDPG_MultiAgent

Multi-Agent training using Deep Deterministic Policy Gradient Networks, Solving the Tennis Environment

Language: Python - Size: 236 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 11 - Forks: 1

KanishkNavale/DDPG-PER-PEN

The DDPG algorithm incorporates Actor-Critic Deep Learning Agent for solving continuous action reinforcement learning problems.

Language: Python - Size: 20 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 0

koriavinash1/Brain_Tumor_Localization_using_RL_agent

Deep Reinforcement learning based tumour localisation

Language: Python - Size: 161 KB - Last synced at: 26 days ago - Pushed at: almost 7 years ago - Stars: 6 - Forks: 1

pawan47/Fetchreach_gym

Implementation of DDPG+HER on gym robotics environment FetchReach-v1

Language: Python - Size: 514 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 29 - Forks: 12

joanby/drl2.0

La combinación más inteligente de Deep Q-Learning, Políticas de Gradiente, Actor-Crítico y DDPG utilizando PyTorch

Language: Jupyter Notebook - Size: 5.91 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 12 - Forks: 21

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

Language: Jupyter Notebook - Size: 15.9 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 2

kinwo/deeprl-continuous-control

Learning Continuous Control in Deep Reinforcement Learning

Language: HTML - Size: 1.58 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 14 - Forks: 8

kinwo/deeprl-tennis-competition

Learning to play tennis from scratch with AlphaGo Zero style self-play using DDPG

Language: HTML - Size: 1.55 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

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

Tennis Game play using Multi Agent DDPG - Deep Reinforcement Learning

Language: Jupyter Notebook - Size: 1.2 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0

unnat5/deep-reinforcement-learning Fork of udacity/deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

Language: Jupyter Notebook - Size: 98.9 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

DefUs3r/Policy-Gradient-Methods

Implementation of Policy Gradient Methods for Continuous and Discrete Action Spaces

Language: HTML - Size: 2.6 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

nisch100/Reinforcement_Learning

Implementations of Rl algorithms ranging from Q-learning to Multi-Agent RL using DDPG in unity and gym environments.

Language: Jupyter Notebook - Size: 6.45 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

jhonsonlee/ddpg-in-reacher-env

Reinforcement Learning Project using DDPG

Language: Python - Size: 824 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

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

Language: Jupyter Notebook - Size: 3.75 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 2

alessandroleite/tennis-rl

Usage of Unity ML-Agents train two agents to play tennis

Language: Jupyter Notebook - Size: 4.29 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

hmisra/Reacher-DDPG

A model to control a double-jointed arm to reach target using Deep Deterministic Policy Gradients

Language: ASP - Size: 59.4 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Related Keywords
ddpg-agent 24 reinforcement-learning 16 deep-reinforcement-learning 13 ddpg 10 pytorch 9 deep-learning 7 ddpg-algorithm 5 actor-critic 5 reinforcement-learning-algorithms 4 dqn 4 maddpg 4 openai-gym 3 tensorflow 3 ddpg-pytorch 3 deep-neural-networks 3 python 2 udacity 2 udacity-nanodegree 2 unity-agents 2 unity-environment 2 unity3d 2 machine-learning 2 continuous-control 2 artificial-neural-networks 2 artificial-intelligence 2 ai 2 pytorch-implementation 2 continuous-action-space 2 python3 2 unity-ml-agents 2 td3 2 ppo 2 actor-critic-methods 1 deep-convolutional-neural-networks 1 unity-ml 1 medical-imaging 1 mlagents 1 object-localization 1 regression 1 fetchreach-v1 1 openai-gym-robotic-arm 1 robotic-arm-agent 1 ml-agents 1 superdatascience-course 1 reacher-environment 1 policy-gradients 1 neural-network 1 deep-q-network 1 ornstein-uhlenbeck 1 jupyter-notebook 1 adam-optimizer 1 reinforcement-learning-agent 1 alphagozero 1 alphago-zero 1 alphago 1 prioritized-experience-replay 1 rl-trading 1 nifty50 1 ensemble-learning 1 dqn-agents 1 ddqn-agents 1 trpo 1 pytorch-solution 1 physics-based 1 nips-2017 1 nips 1 td3-pytorch 1 ppo-pytorch 1 sdn 1 ryu 1 openvswitch 1 mininet 1 ddos-simulation 1 ddos-detection 1 parameter-noise 1 lunarlandercontinous-v2 1 multi-agent-reinforcement-learning 1 deep-deterministic-policy-gradient 1 openai 1 learner 1 gyms 1 fastai-library 1 fastai 1 dqn-pytorch 1 agents 1 robotics 1 stackelberg-game 1 cournot-competition 1 algorithmic-collusion 1 agent-based-modeling 1 trading-algorithms 1 technical-analysis 1