policy-gradient

There are 9 repositories under policy-gradient topic.

MorvanZhou / Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
reinforcement-learning tutorial q-learning sarsa sarsa-lambda deep-q-network a3c ddpg policy-gradient dqn double-dqn prioritized-replay dueling-dqn deep-deterministic-policy-gradient asynchronous-advantage-actor-critic actor-critic tensorflow-tutorials proximal-policy-optimization ppo machine-learning
Language:Python 8649
datawhalechina / easy-rl
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
a3c ddpg deep-reinforcement-learning double-dqn dqn dueling-dqn easy-rl imitation-learning policy-gradient ppo q-learning reinforcement-learning sarsa td3
Language:Jupyter Notebook 8159
tianshou
thu-ml / tianshou
An elegant PyTorch deep reinforcement learning library.
pytorch policy-gradient dqn double-dqn a2c ddpg ppo td3 sac imitation-learning mujoco atari bcq rl drl trpo npg cql transferlab
Language:Python 7399
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 3596
rlcode / reinforcement-learning
Minimal and Clean Reinforcement Learning Examples
reinforcement-learning deep-learning deep-reinforcement-learning machine-learning policy-gradient deep-q-network dqn actor-critic a3c
Language:Python 3297
nikhilbarhate99 / PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
pytorch-implmention pytorch pytorch-tutorial proximal-policy-optimization reinforcement-learning-algorithms deep-reinforcement-learning ppo policy-gradient ppo-pytorch deep-learning reinforcement-learning
Language:Python 1457
SLM-Lab
kengz / SLM-Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
a2c a3c benchmark deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforcement-learning sac
Language:Python 1211
Khrylx / PyTorch-RL
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
reinforcement-learning policy-gradient pytorch-rl proximal-policy-optimization trpo ppo pytorch a2c generative-adversarial-network fisher-vectors deep-reinforcement-learning
Language:Python 1046
Kismuz / btgym
Scalable, event-driven, deep-learning-friendly backtesting library
reinforcement-learning deep-reinforcement-learning gym-environment openai-gym backtesting-trading-strategies algorithmic-trading-library time-series a3c tensorflow backtrader unreal advantage-actor-critic policy-optimisation policy-gradient quantitive-finance algoritmic-trading statistical-arbitrage hacktoberfest
Language:Python 978
sudharsan13296 / Hands-On-Reinforcement-Learning-With-Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
reinforcement-learning deep-reinforcement-learning sarsa q-learning policy-gradients deep-q-network deep-learning-algorithms asynchronous-advantage-actor-critic deep-deterministic-policy-gradient deep-recurrent-q-network double-dqn dueling-dqn hindsight-experience-replay drqn trpo ppo monte-carlo markov-decision-processes policy-gradient openai-gym
Language:Jupyter Notebook 820
yaserkl / RLSeq2Seq
Deep Reinforcement Learning For Sequence to Sequence Models
abstractive-text-summarization actor-critic nlp pointer-generator policy-gradient reinforcement-learning
Language:Python 761
omerbsezer / Reinforcement_learning_tutorial_with_demo
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
a3c actor-critic deep-reinforcement-learning dyna dynamic-programming imitation-learning machine-learning meta-learning policy-gradient pomdps q-learning reinforcement-learning sarsa td-learning tutorial
Language:Jupyter Notebook 682
suragnair / seqGAN
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
deep-learning generative-adversarial-network seqgan policy-gradient nlp generative-model gan natural-language-processing natural-language-understanding
Language:Python 629
awesome-monte-carlo-tree-search-papers
benedekrozemberczki / awesome-monte-carlo-tree-search-papers
A curated list of Monte Carlo tree search papers with implementations.
tree-search learning machine-learning deep-learning monte-carlo monte-carlo-tree-search reinforcement-learning reinforcement-learning-agent atari rl machine-learning-algorithms deep-q-learning q-learning reinforcement-learning-algorithms policy-gradient policy-evaluation
Language:Python 599
germain-hug / Deep-RL-Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
a3c reinforcement-learning keras gym openai policy-gradient ddpg keras-rl dqn ddqn d3qn dueling a2c
Language:Python 520
theamrzaki / text_summurization_abstractive_methods
Multiple implementations for abstractive text summurization , using google colab
tensorflow deeplearning nlp machine-learning deep-learning seq2seq rnn ai artificial-intelligence encoder-decoder google-colab google-colaboratory word2vec text-summarization pointer-generator machinelearning abstractive-text-summarization reinforcement-learning policy-gradient
Language:Jupyter Notebook 518
medipixel / rl_algorithms
Structural implementation of RL key algorithms
reinforcement-learning pytorch gym policy-gradient deep-learning dqn python3
Language:Python 497
VinF / deer
DEEp Reinforcement learning framework
deep-reinforcement-learning policy-gradient q-learning
Language:Python 485
yukezhu / tensorflow-reinforce
Implementations of Reinforcement Learning Models in Tensorflow
reinforcement-learning tensorflow policy-gradient deep-reinforcement-learning deep-q-network actor-critic
Language:Python 484
navneet-nmk / pytorch-rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
dqn reinforcement-learning deep-learning deep-reinforcement-learning pytorch gym ddpg rl-algorithms openai openai-gym robotics experience-replay mujoco mujoco-py policy-gradient gan generative-adversarial-network vae vae-gan variational-autoencoder
Language:Python 440
zuoxingdong / lagom
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
reinforcement-learning pytorch machine-learning python research deep-learning artificial-intelligence policy-gradient evolution-strategies deep-reinforcement-learning deep-deterministic-policy-gradient ddpg td3 soft-actor-critic mujoco proximal-policy-optimization ppo cem cmaes sac
Language:Jupyter Notebook 373
rlcode / reinforcement-learning-kr
[파이썬과 케라스로 배우는 강화학습] 예제
dqn actor-critic policy-gradient grid-world openai-gym
Language:Python 364
pat-coady / trpo
Trust Region Policy Optimization with TensorFlow and OpenAI Gym
reinforcement-learning policy-gradient tensorflow machine-learning mujoco
Language:Jupyter Notebook 360
pythonlessons / Reinforcement_Learning
Reinforcement learning tutorials
a2c a3c actor-critic-algorythm bipedalwalker d3qn ddqn dqn dueling-dqn lunarlander policy-gradient ppo ppo-agent reinforcement-learning
Language:Python 351
kengz / openai_lab
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
keras tensorflow openai experiment policy-gradient actor-critic ddpg deep-reinforcement-learning reinforcement-learning
Language:Python 325
RITCHIEHuang / DeepRL_Algorithms
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
reinforcement reinforcement-learning-algorithms pytorch-implementation deep-reinforcement-learning dqn policygradient ppo trpo mujoco policy-gradient tensorflow2 td3 pytorch-rl soft-actor-critic
Language:Python 306
sudharsan13296 / Deep-Reinforcement-Learning-With-Python
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
deep-reinforcement-learning reinforcement-learning trpo ppo ddpg td3 sac inverse-reinforcement-learning c51 a3c actor-critic a2c deep-learning dqn openai-gym policy-gradient double-dqn q-learning bellman-equation
Language:Jupyter Notebook 303
salesforce / MultiHopKG
Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
action-dropout knowledge-graph multi-hop-reasoning policy-gradient pytorch reinforcement-learning reward-shaping
Language:Jupyter Notebook 295
HandyRL
DeNA / HandyRL
HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.
reinforcement-learning pytorch games policy-gradient deep-learning machine-learning distributed-training
Language:Python 282
bentrevett / pytorch-rl
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
pytorch pytorch-tutorial pytorch-implmention pytorch-implementation reinforcement-learning reinforcement-learning-algorithms rl pytorch-tutorials pytorch-rl policy-gradient actor-critic a2c advantage-actor-critic generalized-advantage-estimation
Language:Jupyter Notebook 251
Allenpandas / Reinforcement-Learning-Papers
📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.
aaai artificial-intelligence deep-reinforcement-learning dqn hierarchical-reinforcement-learning icml ijcai imitation-learning meta-reinforcement-learning multi-agent-reinforcement-learning neurips offline-reinforcement-learning policy-gradient q-learning reinforcement-learning reinforcement-learning-conferences reinforcement-learning-conferences-papers reinforcement-learning-paper reinforcement-learning-papers rl-papers
239
LiamConnell / deep-algotrading
A resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fitness functions of algorithmic trading
neural-network deep-learning policy-gradient lstm tensorflow reinforcement-learning
Language:Jupyter Notebook 227
MG2033 / A2C
A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow
reinforcement-learning a2c actor-critic policy-gradient computer-vision gym openai-gym-environments openai-gym-agents
Language:Python 182
keon / policy-gradient
Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras
policy-gradient deep-reinforcement-learning keras reinforcement-learning
Language:Python 158
Rintarooo / VRP_DRL_MHA
"Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver
multi-head-attention vrp deep-reinforcement-learning pytorch tensorflow capacitated-vehicle-routing-problem policy-gradient reinforce
Language:Python 153
tsenghungchen / show-adapt-and-tell
Code for "Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner" in ICCV 2017
image-captioning reinforcement-learning policy-gradient adversarial-networks tensorflow
Language:Python 148

policy-gradient

MorvanZhou / Reinforcement-learning-with-tensorflow

datawhalechina / easy-rl

thu-ml / tianshou

sweetice / Deep-reinforcement-learning-with-pytorch

rlcode / reinforcement-learning

nikhilbarhate99 / PPO-PyTorch

kengz / SLM-Lab

Khrylx / PyTorch-RL

Kismuz / btgym

sudharsan13296 / Hands-On-Reinforcement-Learning-With-Python

yaserkl / RLSeq2Seq

omerbsezer / Reinforcement_learning_tutorial_with_demo

suragnair / seqGAN

benedekrozemberczki / awesome-monte-carlo-tree-search-papers

germain-hug / Deep-RL-Keras

theamrzaki / text_summurization_abstractive_methods

medipixel / rl_algorithms

VinF / deer

yukezhu / tensorflow-reinforce

navneet-nmk / pytorch-rl

zuoxingdong / lagom

rlcode / reinforcement-learning-kr

pat-coady / trpo

pythonlessons / Reinforcement_Learning

kengz / openai_lab

RITCHIEHuang / DeepRL_Algorithms

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

salesforce / MultiHopKG

DeNA / HandyRL

bentrevett / pytorch-rl

Allenpandas / Reinforcement-Learning-Papers

LiamConnell / deep-algotrading

MG2033 / A2C

keon / policy-gradient

Rintarooo / VRP_DRL_MHA

tsenghungchen / show-adapt-and-tell