ppo

There are 7 repositories under ppo 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 8675
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/
deep-reinforcement-learning reinforcement-learning dqn ppo a3c q-learning sarsa imitation-learning policy-gradient ddpg easy-rl double-dqn dueling-dqn td3
Language:Jupyter Notebook 8267
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 7470
udacity / deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks pytorch pytorch-rl ddpg dqn ppo dynamic-programming cross-entropy hill-climbing ml-agents openai-gym-solutions openai-gym rl-algorithms
Language:Jupyter Notebook 4778
vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
a2c actor-critic advantage-actor-critic ale atari deep-learning deep-reinforcement-learning gym machine-learning phasic-policy-gradient ppo proximal-policy-optimization python pytorch reinforcement-learning wandb
Language:Python 4557
Reinforcement-Learning
andri27-ts / Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
a2c artificial-intelligence deep-learning deep-reinforcement-learning deepmind dqn evolution-strategies machine-learning policy-gradients ppo qlearning reinforcement-learning
Language:Jupyter Notebook 4108
simoninithomas / Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
deep-reinforcement-learning qlearning deep-learning tensorflow-tutorials tensorflow ppo a2c actor-critic deep-q-network deep-q-learning pytorch unity
Language:Jupyter Notebook 3723
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 3633
ikostrikov / pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
pytorch reinforcement-learning deep-learning deep-reinforcement-learning actor-critic advantage-actor-critic a2c ppo proximal-policy-optimization acktr second-order hessian natural-gradients atari mujoco roboschool continuous-control kfac kronecker-factored-approximation ale
Language:Python 3481
AI4Finance-Foundation / ElegantRL
Massively Parallel Deep Reinforcement Learning. 🔥
a2c bipedalwalkerhardcore ddpg dqn drl-pytorch efficient gae lightweight model-free-rl multiple-gpu per ppo pytorch reinforcement-learning sac stable td3
Language:Python 3472
ShangtongZhang / DeepRL
Modularized Implementation of Deep RL Algorithms in PyTorch
pytorch deep-reinforcement-learning dqn dueling-network-architecture double-dqn deeprl ddpg ppo categorical-dqn option-critic quantile-regression td3 a2c option-critic-architecture prioritized-experience-replay rainbow
Language:Python 3113
seungeunrho / minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
deep-reinforcement-learning pytorch simple deep-learning a3c ppo a2c reinforce acer dqn ddpg policy-gradients reinforcement-learning machine-learning sac
Language:Python 2757
AI4Finance-Foundation / FinRL-Trading
For trading. Please star.
a2c-algorithm automated-stock-trading ddpg deep-reinforcement-learning ensemble-strategy openai-gym ppo sharpe-ratio stock-trading stock-trading-strategy
Language:Jupyter Notebook 1895
nikhilbarhate99 / PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
deep-learning deep-reinforcement-learning policy-gradient ppo ppo-pytorch proximal-policy-optimization pytorch pytorch-implmention pytorch-tutorial reinforcement-learning reinforcement-learning-algorithms
Language:Python 1496
SLM-Lab
kengz / SLM-Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
pytorch reinforcement-learning deep-reinforcement-learning benchmark policy-gradient dqn ppo sac a2c a3c
Language:Python 1216
marlbenchmark / on-policy
This is the official implementation of Multi-Agent PPO (MAPPO).
hanabi mappo smac mpes starcraftii ppo multi-agent algorithms
Language:Python 1147
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 1055
uvipen / Super-mario-bros-PPO-pytorch
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
reinforcement-learning ppo ppo2 pytorch gym python3 python deep-learning super-mario-bros mario ai proximal-policy-optimization openai openai-gym
Language:Python 1047
qfettes / DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
python3 pytorch reinforcement-learning deep-reinforcement-learning deep-q-network double-dqn multi-step-learning dueling-dqn noisy-networks prioritized-experience-replay deeprl-tutorials categorical-dqn rainbow quantile-regression deep-recurrent-q-network actor-critic advantage-actor-critic a2c gae ppo
Language:Jupyter Notebook 1034
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 821
XinJingHao / Deep-Reinforcement-Learning-Algorithms-with-Pytorch
Clean, Robust, and Unified PyTorch implementation of popular DRL Algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)
deep-reinforcement-learning pytorch reinforcement-learning machine-learning asl c51 categorical-dqn ddpg double-dqn dueling-dqn noisynet-dqn ppo prioritized-experience-replay q-learning sac td3
Language:Python 767
PPO-for-Beginners
ericyangyu / PPO-for-Beginners
A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.
ppo reinforcement-learning reinforcement-learning-algorithms machine-learning pytorch
Language:Python 652
TianhongDai / reinforcement-learning-algorithms
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)
deep-reinforcement-learning ddpg ppo proximal-policy-optimization deep-learning actor-critic algorithm dqn flappy-bird trpo trust-region-policy-optimization a2c atari2600 dueling-dqn pytorch soft-actor-critic sac
Language:Python 649
cpnota / autonomous-learning-library
A PyTorch library for building deep reinforcement learning agents.
reinforcement-learning reinforcement-learning-algorithms deep-reinforcement-learning soft-actor-critic proximal-policy-optimization deep-q-learning advantage-actor-critic deep-deterministic-policy-gradient sac a2c ddpg ppo dqn dqn-pytorch
Language:Python 639
lcswillems / rl-starter-files
RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code
pytorch multi-process minigrid a2c a3c ppo preprocessed-observations reward-shaping
Language:Python 620
Rafael1s / Deep-Reinforcement-Learning-Algorithms
32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
deep-rl-algorithms github-udacity dqn-ppo-ddpg dqn td3 cartpole bipedalwalker deep-reinforcement-learning sac carracing hopperbulletenv lunarlander ddpg ppo a2c antbulletenv soft-actor-critic halfcheetahbulletenv walker2dbulletenv
Language:Jupyter Notebook 609
marload / DeepRL-TensorFlow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
tensorflow machine-learning reinforcement-learning a2c a3c reinforce dqn trpo ppo sac ddpg deep-learning deep-reinforcement-learning tensorflow2 dueling-dqn double-dqn rainbow-dqn
Language:Python 580
luchris429 / purejaxrl
Really Fast End-to-End Jax RL Implementations
deep-reinforcement-learning jax reinforcement-learning reinforcement-learning-algorithms ppo
Language:Python 575
ContextualAI / HALOs
A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
alignment dpo halos kto ppo rlhf
Language:Python 566
Omegastick / pytorch-cpp-rl
PyTorch C++ Reinforcement Learning
pytorch cpp cplusplus reinforcement-learning reinforcement-learning-algorithms a2c ppo pytorch-rl pytorch-cpp-frontend libtorch actor-critic advantage-actor-critic proximal-policy-optimization continuous-control
Language:C++ 507
ChenglongChen / pytorch-DRL
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
pytorch deep-reinforcement-learning multi-agent deep-q-network actor-critic advantage-actor-critic a2c proximal-policy-optimization ppo deep-deterministic-policy-gradient ddpg acktr rl drl madrl dqn reinforcement-learning
Language:Python 500
dongminlee94 / deep_rl
PyTorch implementation of deep reinforcement learning algorithms
deep-reinforcement-learning model-free-rl pytorch dqn ddqn a2c vpg npg trpo ppo ddpg td3 sac sac-aea
Language:Python 486
xuance
agi-brain / xuance
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
multi-agent-reinforcement-learning reinforcement-learning reinforcement-learning-library decision-making mindspore pytorch tensorflow2 atari mujoco mpe a2c ddpg dqn maddpg starcraft2 magent google-research-football mappo qmix ppo
Language:Python 472
RLE-Foundation / rllte
Long-Term Evolution Project of Reinforcement Learning
benchmark-framework long-term-project machine-learning reinforcement-learning robotics deep-learning gym huggingface phasic-policy-gradient drq-v2 procgen pybullet augmentation ppo deepmind-control-suite intrinsic-reward
Language:Python 435
rad
MishaLaskin / rad
RAD: Reinforcement Learning with Augmented Data
reinforcement-learning rl deep-learning data-mujoc dm-control rad data-augmentations codebase model-free off-policy deep-reinforcement-learning deep-neural-networks deep-learning-algorithms deep-q-learning deep-q-network deeplearning-ai soft-actor-critic sac ppo
Language:Jupyter Notebook 399
machin
iffiX / machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
reinforcement-learning deep-learning pytorch pytorch-reinforcement-learning dqn ddpg sac ppo td3 prioritized-experience-replay distributed a3c-pytorch python pytorch-lightning
Language:Python 389

ppo

MorvanZhou / Reinforcement-learning-with-tensorflow

datawhalechina / easy-rl

thu-ml / tianshou

udacity / deep-reinforcement-learning

vwxyzjn / cleanrl

andri27-ts / Reinforcement-Learning

simoninithomas / Deep_reinforcement_learning_Course

sweetice / Deep-reinforcement-learning-with-pytorch

ikostrikov / pytorch-a2c-ppo-acktr-gail

AI4Finance-Foundation / ElegantRL

ShangtongZhang / DeepRL

seungeunrho / minimalRL

AI4Finance-Foundation / FinRL-Trading

nikhilbarhate99 / PPO-PyTorch

kengz / SLM-Lab

marlbenchmark / on-policy

Khrylx / PyTorch-RL

uvipen / Super-mario-bros-PPO-pytorch

qfettes / DeepRL-Tutorials

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

XinJingHao / Deep-Reinforcement-Learning-Algorithms-with-Pytorch

ericyangyu / PPO-for-Beginners

TianhongDai / reinforcement-learning-algorithms

cpnota / autonomous-learning-library

lcswillems / rl-starter-files

Rafael1s / Deep-Reinforcement-Learning-Algorithms

marload / DeepRL-TensorFlow2

luchris429 / purejaxrl

ContextualAI / HALOs

Omegastick / pytorch-cpp-rl

ChenglongChen / pytorch-DRL

dongminlee94 / deep_rl

agi-brain / xuance

RLE-Foundation / rllte

MishaLaskin / rad

iffiX / machin