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Search results for python actor critic
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94 search results found
Reinforcement Learning With Tensorflow
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8,174
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Cleanrl
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3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Reinforcement Learning
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3,119
Minimal and Clean Reinforcement Learning Examples
Deep Reinforcement Learning With Pytorch
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2,741
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Chainerrl
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1,155
ChainerRL is a deep reinforcement learning library built on top of Chainer.
Sac
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839
Soft Actor-Critic
Pytorch A3c
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768
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
Deeprl Tutorials
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726
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
Pytorch Rl
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703
Deep Reinforcement Learning with pytorch & visdom
Rlseq2seq
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610
Deep Reinforcement Learning For Sequence to Sequence Models
Dissecting Reinforcement Learning
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585
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
Rl_a3c_pytorch
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535
A3C LSTM Atari with Pytorch plus A3G design
Tensorflow Reinforce
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477
Implementations of Reinforcement Learning Models in Tensorflow
Pytorch Soft Actor Critic
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414
PyTorch implementation of soft actor critic
Reinforcement Learning Algorithms
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407
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
Drq
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369
DrQ: Data regularized Q
Machine Learning Is All You Need
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337
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
Openai_lab
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314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Pytorch A3c
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289
Simple A3C implementation with pytorch + multiprocessing
Hands On Intelligent Agents With Openai Gym
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280
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch
Acer
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238
Actor-critic with experience replay
Reinforcement Learning Kr
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238
[파이썬과 케라스로 배우는 강화학습] 예제
Adeptrl
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178
Reinforcement learning framework to accelerate research
A2c
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159
A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow
Hierarchical Actor Critic Hac Pytorch
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154
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
Baby A3c
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153
A high-performance Atari A3C agent in 180 lines of PyTorch
Torch Ac
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134
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
Overcoming Exploration From Demos
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117
Implementation of the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI
Paddle Rlbooks
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108
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
Mlds2018spring
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106
Machine Learning and having it Deep and Structured (MLDS) in 2018 spring
Episodic Transformer Memory Ppo
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99
Clean baseline implementation of PPO using an episodic TransformerXL memory
Soft Actor Critic And Extensions
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87
PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.
Reinforcementlearning Atarigame
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87
Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games
Run Skeleton Run
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81
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
Explorer
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68
Explorer is a PyTorch reinforcement learning framework for exploring new ideas.
Deep_rl_zoo
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65
A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.
Pytorch A3c Mujoco
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62
Implement A3C for Mujoco gym envs
Cs294 112_hws
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62
My solution to assignments in UC Berkeley CS294-112: Deep Reinforcement Learning
Actor_critic
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59
This is the code for "Actor Critic Algorithms" by Siraj Raval on Youtube
Mario_rl
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57
Off Policy Continuous Control
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53
Official PyTorch code for "Recurrent Off-policy Baselines for Memory-based Continuous Control" (DeepRL WS, NeurIPS 21)
Jax Rl
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52
JAX implementations of core Deep RL algorithms
Fruit Api
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50
A Universal Deep Reinforcement Learning Framework
Advanced Soft Actor Critic
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39
Soft Actor-Critic with advanced features
Deep_control
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38
Deep Reinforcement Learning for Continuous Control in PyTorch
Pytorch_sac_ae
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38
PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
Oac Explore
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29
Code accompanying the paper "Better Exploration with Optimistic Actor Critic" (NeurIPS 2019)
Marlclassification
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27
Image classification using reinforcement learning and multi-agent system
Reinforcement_learning_with_tensorflow
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25
Minimal implementations of reinforcement learning algorithms by Tensorflow
Awac
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25
Advantage weighted Actor Critic for Offline RL
Master Thesis
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25
Deep Reinforcement Learning in Autonomous Driving: the A3C algorithm used to make a car learn to drive in TORCS; Python 3.5, Tensorflow, tensorboard, numpy, gym-torcs, ubuntu, latex
Soft Actor Critic
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22
Under development / TF2 Implementation of the Soft Actor-Critic Algorithm
Meta Sac
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18
Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020
Acktr
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15
Actor Critic using Kronecker-Factored Trust Region
Deep Rl Toolkit
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15
RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Acer
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14
PyTorch implementation of both discrete and continuous ACER
Rl_algos
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14
Reinforcement Learning Algorithms
Actor Critic Based Resource Allocation For Multimodal Optical Networks
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12
Source code of 2018 GLOBECOM paper named "Actor-Critic-Based Resource Allocation for Multimodal Optical Networks"
Actor Critic Pytorch
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12
Policy Gradient Actor-Critic PyTorch | Lunar Lander v2
Deep Rl Torcs
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12
Autonomous Navigation using Deep Reinforcement Learning
Deeper_larger_actor Critic_rl
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11
Pytorch implementation of large network design in continous control RL.
Pytorch A2c
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10
A well-documented A2C written in PyTorch
Soft Actor Critic
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10
Modified versions of the SAC algorithm from spinningup for discrete action spaces and image observations.
Cat_mouse_continuous_rl
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10
Using DDPG and A2C reinforcement learning algorithms to solve a math puzzle
Policy_based_rl
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10
The implement of the policy gradient RL algorithm with pytorch
Async_rl
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10
Python implementation of tabular asynchronous actor critic
Ac Tagger
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9
Pacman Rl
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9
Implement some reinforcement learning algorithms, test and visualize on Pacman.
Entropy Regularized Rl
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9
soft q learning and soft actor critic
Deep Bayesian Quadrature Policy Optimization
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9
Official implementation of the AAAI 2021 paper Deep Bayesian Quadrature Policy Optimization.
Distributed Drl Coordination
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9
Distributed Online Service Coordination Using Deep Reinforcement Learning
Worldmodels A3c
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9
World Models with A3C on Carracing-v0 in gym
Navigation Her
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9
2D Gridworld navigation using RL with Hindsight Experience Replay
Deeprl P2 Continuous Control
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9
Project 2 of Udacity's Deep Reinforcement Learning nanodegree program
Actor Critic Algs On Tensorflow
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8
Distributed RL implementations
Deep Reinforcement Learning With Pytorch
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8
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
Actorch
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8
Deep reinforcement learning framework for fast prototyping based on PyTorch
Marl
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8
Multi-agent reinforcement learning framework
Protorl
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8
A Torch Based RL Framework for Rapid Prototyping of Research Papers
Reinforcement Learning
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7
Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.
Job_shop_scheduling_problem_with_reinforcement_learning
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7
This is the implemention of JSSP with RL. The framework used for RL is actor critic and the dataset comes from Tianchi competition.
La3p
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7
Actor Prioritized Experience Replay
Reinforcement Learning Experiments
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7
Reinforcement learning experiments with Tic Tac Toe, especially with "logical representations"
A3c Gru
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7
A3C Algorithm for classic Atari games
Vusfa Variational Universal Successor Features Approximator
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7
This repository contains implementations of the paper VUSFA
Rl Intro
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6
Introduction to Reinforcement Learning in Python
Expert
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6
Expert-augmented actor-critic
Idac
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6
Implicit Distributional Actor Critic
Ac Off Poc
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6
Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement Learning
Sac Tf2
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6
Implementation of Soft Actor-Critic (SAC) algorithm using TensorFlow 2.1.0
Aumc
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5
Author's PyTorch implementation of Attentive Update of Multi-Critic for Deep Reinforcement Learning (AUMC) for OpenAI gym tasks.
Aocnr2023 A2cbf
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5
Using step-by-step tutorial in implementing the technique discussed in the paper titled "Actor-Critic Bilateral Filter for High-Stability Edge-Preserving T2-FLAIR MRI Image Denoising" was presented at the 14th Asian-Oceanian Congress of Neuroradiology held in Singapore in conjunction with SGCR-WIRES.
Wegs Drl Baselines
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5
Minimum viable reinforcement learning algorithms for your educational convenience.
Actor Critic
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5
Implementation of A2C and ACKTR in TensorFlow.
Sim To Real Transfer Of Reinforcement Learning Policies In Robotics
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5
The repository is intended as a support tool for the report of the project "Sim to Real transfer of Reinforcement Learning Policies in Robotics" and it contains examples of some well-known algorithms and methods in the fields of Reinforcement Learning and Sim-to-Real transfer. The implementation is not thought to be efficient, thus we suggest you to avoid using this repo for purposes other than educational.
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