actor-critic-algorithm

There are 3 repositories under actor-critic-algorithm topic.

sweetice / Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
policy-gradient pytorch actor-critic-algorithm alphago deep-reinforcement-learning a2c dqn sarsa ppo a3c resnet algorithm deep-learning reinforce actor-critic sac td3 trpo
Language:Python 3586
fangvv / UAV-DDPG
Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
ddpg reinforcement-learning-algorithms tensorflow unmanned-aerial-vehicle deep-deterministic-policy-gradient reinforcement-learning dqn actor-critic-algorithm uav computation-offloading deep-learning deep-q-network drones mobile-edge-computing
Language:Python 352
philtabor / Multi-Agent-Deep-Deterministic-Policy-Gradients
A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm
reinforcement-learning actor-critic-methods maddpg multi-agent-reinforcement-learning deep-reinforcement-learning actor-critic-algorithm
Language:Python 260
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.
actor-critic-algorithm continuous d2rl emphasizing-recent-experience multi-environment munchausen munchausen-reinforcement-learning parallel-computing prioritized-experience-replay pytorch reinforcement-learning reinforcement-learning-algorithms sac soft-actor-critic
Language:Python 247
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
pytorch reinforcement-learning deep-learning berkeley python deep-reinforcement-learning neural-networks openai-gym mujoco deep-q-learning policy-gradient actor-critic-algorithm model-based-rl model-free-rl
Language:Python 128
garlicdevs / Fruit-API
A Universal Deep Reinforcement Learning Framework
reinforcement-learning reinforcement-learning-algorithms multiplayer-game deep-reinforcement-learning deep-learning multi-agent-reinforcement-learning multi-agent multi-objective-optimization human games environment arcade-learning-environment atari actor-critic-algorithm actor-critic policy-gradients human-in-the-loop
Language:Python 65
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
pytorch reinforcement-learning algorithms qlearning-algorithm actor-critic-algorithm policy-gradient proximal-policy-optimization deep-qlearning-algorithm td3-pytorch dppo ddpg-pytorch prioritized-experience-replay deep-reinforcement-learning
Language:Python 46
GioStamoulos / BTC_RL_Trading_Bot
A trading bitcoin agent was created with deep reinforcement learning implementations.
deep-learning deep-reinforcement-learning lstm-neural-networks multilayer-perceptron-network trading-bot time-series-analysis cryptocurrency gym-environment stable-baselines reinforcement-learning-algorithms trust-region-policy-optimization actor-critic-algorithm proximal-policy-optimization
Language:Jupyter Notebook 27
ccnets-team / causal-rl
Causal RL: Reverse-Environment Network Integrated Actor-Critic Algorithm
pytorch causal cooperative-network invertible-policy reverse-environment-network actor-critic-algorithm off-policy gpt reinforcement-learning causal-mask
Language:Python 25
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.
actor-critic-algorithm d2rl d4pg ddpg deep-deterministic-policy-gradient distributional-rl iqn munchausen-reinforcement-learning nstep-bootstrapping prioritized-experience-replay pytorch-implementation reinforcement-learning
Language:Python 13
kcg2015 / DDPG_numpy_only
Implemenation of DDPG with numpy only (without Tensorflow)
actor-critic-algorithm adam-optimizer deep-deterministic-policy-gradient neural-network policy-gradient reinforcement-learning-algorithms replay-buffer stochastic-gradient-descent target-network
Language:Python 13
nitish-kalan / CartPole-v1-Actor-Critic-Keras
Solving CartPole-v1 environment in Keras with Actor Critic algorithm an Deep Reinforcement Learning algorithm
actor-critic actor-critic-algorithm actor-critic-methods actor-critic-with-experience-replay actorcritic cartpole-gamebot cartpole-v1 deepreinforcement machine-learning reinforcement-learning reinforcement-learning-algorithms
Language:Python 11
jekyllstein / Reinforcement-Learning-Sutton-Barto-Exercise-Solutions
Chapter notes and exercise solutions for Reinforcement Learning: An Introduction by Sutton and Barto
julia julia-language pluto-notebooks reinforcement-learning sutton-barto-book actor-critic-algorithm machine-learning notebook reactive visualization html-css-javascript latex probability-theory statistics
Language:HTML 10
XuehaiPan / Soft-Actor-Critic
PyTorch Implementation of Soft Actor-Critic Algorithm
actor-critic actor-critic-algorithm soft-actor-critic reinforcement-learning-algorithms
Language:Python 10
imraviagrawal / Reinforcement-Learning-Implementation
Implementation of Reinforcement Algorithms from scratch
reinforcement-learning cartpole cross-entropy cross-entropy-policy-search td-learning gridworld gridworld-environment blackbox-optimization sarsa q-learning cartpole-environment reinforcement-algorithms sarsa-lambda q-learning-lambda actor-critic-algorithm mountain-car reinforce
Language:Python 9
mkurovski / deep_rl_nanodegree
Project Solutions for my Deep Reinforcement Learning Nanodegree at Udacity
reinforcement-learning deep-reinforcement-learning actor-critic-algorithm gym unity
Language:Jupyter Notebook 4
nima-siboni / simplest-world-Actor-Critic
Reinforcement learning, Policy Gradient, Actor-Critic, AC, Agent-based Simulation, Simple-world
actor-critic-algorithm monte-carlo-simulation on-policy reinforcement-learning reinforcement-learning-environments
Language:Python 4
AkshayS21 / Reacher-Environment-Continuous-Control-with-DDPG-algorithm
Implementation of the DDPG algorithm to solve Continuous Control Reacher Environment
ddpg-algorithm deep-reinforcement-learning continuous-control unity-ml-agents unity-ml ddpg actor-critic-algorithm multiagent-reinforcement-learning
Language:Jupyter Notebook 3
HYDesmondLiu / RUBICON
A novel method to incorporate existing policy (Rule-based control) with Reinforcement Learning.
climate-change deep-learning deep-reinforcement-learning energy-efficiency hvac-control machine-learning optimal-control optimization reinforcement-learning-algorithms thermal-comfort actor-critic-algorithm deterministic-policy-gradients off-policy rule-based-controller reinforcement-learning
Language:Python 2
prajwalthakur / Projects
This Repository contains my projects!
reinforcement-learning-algorithms ros dqn-variants rrt-plan actor-critic-algorithm gpu
Language:Python 2
RsGoksel / Reinforcement-Learning-PongGame
Reinforcement Learning - PPO (Proximal Policy Optimization) Implementation to Pong Game
actor-critic-algorithm pong-game ppo proximal-policy-optimization python reinforcement-learning
Language:Jupyter Notebook 2
kkothari93 / ActorCritic-ECE586-Project
Implementation of the actor critic algorithm for MountainCarContinuous-v0 OpenAI gym environment.
reinforcement-learning openai-gym actor-critic-algorithm
Language:Python 1
meet-minimalist / Udacity-Deep-Learning-Project-5-Fly-Quadcopter
Fly Quadcopter using Deep Reinforcement Learning
quadcopter notebook udacity-nanodegree reinforcement-learning deep-reinforcement-learning tensorflow jupyter-notebooks actor-critic-algorithm
Language:Jupyter Notebook 1
rtharungowda / Soft-Actor-Critic-Pytorch
Implement soft actor critic in pytorch to play a game of balancing pendulum in openai gym.
reinforcement-learning reinforcement-learning-algorithms deep-reinforcement-learning actor-critic-algorithm pytorch-implementation pytorch pytorch-tutorial policy-gradient
Language:Python 1
SamYuen101234 / chrome_dino_RL
A very detailed project of Chrome Dinosaur in Deep RL for beginners
reinforcement-learning q-learning double-q-learning deep-q-network experience-replay prioritized-experience-replay rainbow policy-gradient actor-critic-algorithm value-based-methods policy-based-method deep-reinforcement-learning chrome-dinosaur-game torch pytorch streamlit real-time-demo convolutional-neural-networks
Language:Python 1
SumanSudhir / Collaboration-and-Competition
Course Project of the course Foundation of Intelligent Learning Agent(CS747)
reinforcement-learning maddpg actor-critic-algorithm unity tennis-game
Language:Jupyter Notebook 1
d-dawg78 / MVA_RL
Master MVA - Reinforcement Learning Project
actor-critic-algorithm echolocation td-learning
Language:Python 0
ganjalipour / Reinforcement-learning
Deep Q-Network, Actor-critic , Policy gradient implementation in python
reinforcement-learning actor-critic-algorithm policy-gradient
Language:Python 0
kotsonis / ddpg-reacher
A Deep Deterministic Policy Gradient Actor-Critic reinforcement learning solution to the Unity-ML(Udacity) Reacher environment
actor-critic-algorithm ddpg-algorithm deep-reinforcement-learning pytorch
Language:Python 0
vrona / BOT88
Self Driving Racing Car Agent (Deep Deterministic Policy Gradient algorithm)
agent deep-reinforcement-learning actor-critic visionprocessing asymmetric autonomous-driving autonomous-vehicles autonomous-agents autonomous-cars actor-critic-algorithm
Language:Jupyter Notebook 0
Sohaib1424 / Reinforcement-Learning-projects
python reinforcement-learning actor-critic-algorithm bellman-equation gym-environments q-learning sarsa
Language:Python
SwamiKannan / Reinforcement-Learning-Specialization
Programming Assignments for Reinforcement Learning Specialization
actor-critic-algorithm amii capstone-project dqn lunar-lander q-learning reinforcement-learning td-learning actor-critic-methods monte-carlo-sampling policy-gradient sarsa-learning coursera specialization coursera-machine-learning university-of-alberta alberta-machine-learning-institute
Language:Jupyter Notebook

actor-critic-algorithm

sweetice / Deep-reinforcement-learning-with-pytorch

fangvv / UAV-DDPG

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

BY571 / Soft-Actor-Critic-and-Extensions

erfanMhi / Deep-Reinforcement-Learning-CS285-Pytorch

garlicdevs / Fruit-API

Phoenix-Shen / ReinforcementLearning

GioStamoulos / BTC_RL_Trading_Bot

ccnets-team / causal-rl

BY571 / D4PG

kcg2015 / DDPG_numpy_only

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

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

XuehaiPan / Soft-Actor-Critic

imraviagrawal / Reinforcement-Learning-Implementation

mkurovski / deep_rl_nanodegree

nima-siboni / simplest-world-Actor-Critic

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

HYDesmondLiu / RUBICON

prajwalthakur / Projects

RsGoksel / Reinforcement-Learning-PongGame

kkothari93 / ActorCritic-ECE586-Project

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

rtharungowda / Soft-Actor-Critic-Pytorch

SamYuen101234 / chrome_dino_RL

SumanSudhir / Collaboration-and-Competition

d-dawg78 / MVA_RL

ganjalipour / Reinforcement-learning

kotsonis / ddpg-reacher

vrona / BOT88

Sohaib1424 / Reinforcement-Learning-projects

SwamiKannan / Reinforcement-Learning-Specialization