Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with ppo
A curated list of projects in awesome lists tagged with ppo .
https://github.com/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
Last synced: 30 Sep 2024
https://github.com/morvanzhou/reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
a3c actor-critic asynchronous-advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network double-dqn dqn dueling-dqn machine-learning policy-gradient ppo prioritized-replay proximal-policy-optimization q-learning reinforcement-learning sarsa sarsa-lambda tensorflow-tutorials tutorial
Last synced: 26 Sep 2024
https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
a3c actor-critic asynchronous-advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network double-dqn dqn dueling-dqn machine-learning policy-gradient ppo prioritized-replay proximal-policy-optimization q-learning reinforcement-learning sarsa sarsa-lambda tensorflow-tutorials tutorial
Last synced: 01 Aug 2024
https://github.com/thu-ml/tianshou
An elegant PyTorch deep reinforcement learning library.
a2c atari bcq cql ddpg double-dqn dqn drl imitation-learning mujoco npg policy-gradient ppo pytorch rl sac td3 transferlab trpo
Last synced: 29 Sep 2024
https://github.com/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
Last synced: 27 Sep 2024
https://github.com/udacity/deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
cross-entropy ddpg deep-reinforcement-learning dqn dynamic-programming hill-climbing ml-agents neural-networks openai-gym openai-gym-solutions ppo pytorch pytorch-rl reinforcement-learning reinforcement-learning-algorithms rl-algorithms
Last synced: 07 Aug 2024
https://github.com/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
Last synced: 30 Sep 2024
https://github.com/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
Last synced: 31 Jul 2024
https://github.com/sweetice/deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
a2c a3c actor-critic actor-critic-algorithm algorithm alphago deep-learning deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforce resnet sac sarsa td3 trpo
Last synced: 30 Sep 2024
https://github.com/simoninithomas/deep_reinforcement_learning_course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
a2c actor-critic deep-learning deep-q-learning deep-q-network deep-reinforcement-learning ppo pytorch qlearning tensorflow tensorflow-tutorials unity
Last synced: 26 Sep 2024
https://github.com/simoninithomas/Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
a2c actor-critic deep-learning deep-q-learning deep-q-network deep-reinforcement-learning ppo pytorch qlearning tensorflow tensorflow-tutorials unity
Last synced: 07 Aug 2024
https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
a2c a3c actor-critic actor-critic-algorithm algorithm alphago deep-learning deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforce resnet sac sarsa td3 trpo
Last synced: 02 Aug 2024
https://github.com/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
Last synced: 30 Sep 2024
https://github.com/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
Last synced: 01 Aug 2024
https://github.com/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).
a2c acktr actor-critic advantage-actor-critic ale atari continuous-control deep-learning deep-reinforcement-learning hessian kfac kronecker-factored-approximation mujoco natural-gradients ppo proximal-policy-optimization pytorch reinforcement-learning roboschool second-order
Last synced: 30 Sep 2024
https://github.com/shangtongzhang/deeprl
Modularized Implementation of Deep RL Algorithms in PyTorch
a2c categorical-dqn ddpg deep-reinforcement-learning deeprl double-dqn dqn dueling-network-architecture option-critic option-critic-architecture ppo prioritized-experience-replay pytorch quantile-regression rainbow td3
Last synced: 30 Sep 2024
https://github.com/ShangtongZhang/DeepRL
Modularized Implementation of Deep RL Algorithms in PyTorch
a2c categorical-dqn ddpg deep-reinforcement-learning deeprl double-dqn dqn dueling-network-architecture option-critic option-critic-architecture ppo prioritized-experience-replay pytorch quantile-regression rainbow td3
Last synced: 01 Aug 2024
https://github.com/seungeunrho/minimalrl
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple
Last synced: 30 Sep 2024
https://github.com/seungeunrho/minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple
Last synced: 01 Aug 2024
https://github.com/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
Last synced: 02 Aug 2024
https://github.com/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
Last synced: 30 Sep 2024
https://github.com/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
Last synced: 30 Sep 2024
https://github.com/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
Last synced: 02 Aug 2024
https://github.com/marlbenchmark/on-policy
This is the official implementation of Multi-Agent PPO (MAPPO).
algorithms hanabi mappo mpes multi-agent ppo smac starcraftii
Last synced: 30 Sep 2024
https://github.com/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
Last synced: 25 Sep 2024
https://github.com/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
Last synced: 01 Aug 2024
https://github.com/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.
a2c deep-reinforcement-learning fisher-vectors generative-adversarial-network policy-gradient ppo proximal-policy-optimization pytorch pytorch-rl reinforcement-learning trpo
Last synced: 30 Sep 2024
https://github.com/uvipen/super-mario-bros-ppo-pytorch
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
ai deep-learning gym mario openai openai-gym ppo ppo2 proximal-policy-optimization python python3 pytorch reinforcement-learning super-mario-bros
Last synced: 30 Sep 2024
https://github.com/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.
a2c deep-reinforcement-learning fisher-vectors generative-adversarial-network policy-gradient ppo proximal-policy-optimization pytorch pytorch-rl reinforcement-learning trpo
Last synced: 02 Aug 2024
https://github.com/uvipen/Super-mario-bros-PPO-pytorch
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
ai deep-learning gym mario openai openai-gym ppo ppo2 proximal-policy-optimization python python3 pytorch reinforcement-learning super-mario-bros
Last synced: 09 Aug 2024
https://github.com/qfettes/deeprl-tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
a2c actor-critic advantage-actor-critic categorical-dqn deep-q-network deep-recurrent-q-network deep-reinforcement-learning deeprl-tutorials double-dqn dueling-dqn gae multi-step-learning noisy-networks ppo prioritized-experience-replay python3 pytorch quantile-regression rainbow reinforcement-learning
Last synced: 30 Sep 2024
https://github.com/qfettes/DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
a2c actor-critic advantage-actor-critic categorical-dqn deep-q-network deep-recurrent-q-network deep-reinforcement-learning deeprl-tutorials double-dqn dueling-dqn gae multi-step-learning noisy-networks ppo prioritized-experience-replay python3 pytorch quantile-regression rainbow reinforcement-learning
Last synced: 02 Aug 2024
https://github.com/sudharsan13296/Hands-On-Reinforcement-Learning-With-Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
asynchronous-advantage-actor-critic deep-deterministic-policy-gradient deep-learning-algorithms deep-q-network deep-recurrent-q-network deep-reinforcement-learning double-dqn drqn dueling-dqn hindsight-experience-replay markov-decision-processes monte-carlo openai-gym policy-gradient policy-gradients ppo q-learning reinforcement-learning sarsa trpo
Last synced: 01 Aug 2024
https://github.com/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)
a2c actor-critic algorithm atari2600 ddpg deep-learning deep-reinforcement-learning dqn dueling-dqn flappy-bird ppo proximal-policy-optimization pytorch sac soft-actor-critic trpo trust-region-policy-optimization
Last synced: 07 Aug 2024
https://github.com/cpnota/autonomous-learning-library
A PyTorch library for building deep reinforcement learning agents.
a2c advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-learning deep-reinforcement-learning dqn dqn-pytorch ppo proximal-policy-optimization reinforcement-learning reinforcement-learning-algorithms sac soft-actor-critic
Last synced: 01 Aug 2024
https://github.com/luchris429/purejaxrl
Really Fast End-to-End Jax RL Implementations
deep-reinforcement-learning jax ppo reinforcement-learning reinforcement-learning-algorithms
Last synced: 31 Jul 2024
https://github.com/lcswillems/rl-starter-files
RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code
a2c a3c minigrid multi-process ppo preprocessed-observations pytorch reward-shaping
Last synced: 07 Aug 2024
https://github.com/dongminlee94/deep_rl
PyTorch implementation of deep reinforcement learning algorithms
a2c ddpg ddqn deep-reinforcement-learning dqn model-free-rl npg ppo pytorch sac sac-aea td3 trpo vpg
Last synced: 02 Aug 2024
https://github.com/iffix/machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
a3c-pytorch ddpg deep-learning distributed dqn ppo prioritized-experience-replay python pytorch pytorch-lightning pytorch-reinforcement-learning reinforcement-learning sac td3
Last synced: 02 Oct 2024
https://github.com/zuoxingdong/lagom
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
artificial-intelligence cem cmaes ddpg deep-deterministic-policy-gradient deep-learning deep-reinforcement-learning evolution-strategies machine-learning mujoco policy-gradient ppo proximal-policy-optimization python pytorch reinforcement-learning research sac soft-actor-critic td3
Last synced: 03 Aug 2024
https://github.com/rlgraph/rlgraph
RLgraph: Modular computation graphs for deep reinforcement learning
deep-learning deep-reinforcement-learning dqn machine-learning neural-networks ppo pytorch reinforcement-learning tensorflow
Last synced: 01 Aug 2024
https://github.com/huawei-noah/xingtian
xingtian is a componentized library for the development and verification of reinforcement learning algorithms
dqn impala muzero ppo qmix reinforcement-learning-algorithms
Last synced: 08 Aug 2024
https://github.com/idreesshaikh/Autonomous-Driving-in-Carla-using-Deep-Reinforcement-Learning
Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]
autonomous-driving carla-driving-simulator carla-environment carla-simulator ddqn deep-learning deep-learning-algorithms deep-reinforcement-learning openai ppo proximal-policy-optimization pytorch reinforcement-learning self-driving self-driving-car self-driving-car-simulation self-driving-cars
Last synced: 31 Jul 2024
https://github.com/miroblog/tf_deep_rl_trader
Trading Environment(OpenAI Gym) + PPO(TensorForce)
ppo proximal-policy-optimization stock-market tensorflow tensorforce trading
Last synced: 31 Jul 2024
https://github.com/lcswillems/torch-ac
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
a2c a3c actor-critic advantage-actor-critic deep-reinforcement-learning minigrid multi-process ppo proximal-policy-optimization pytorch recurrent recurrent-neural-networks reinforcement-learning reward-shaping
Last synced: 07 Aug 2024
https://github.com/jianzhnie/open-chatgpt
The open source implementation of ChatGPT, Alpaca, Vicuna and RLHF Pipeline. 从0开始实现一个ChatGPT.
chatgpt gpt llama llm lora peft ppo rlhf stanford-alpaca
Last synced: 31 Jul 2024
https://github.com/yongzhuo/chatglm-maths
chatglm-6b微调/LORA/PPO/推理, 样本为自动生成的整数/小数加减乘除运算, 可gpu/cpu
chatglm chatgpt fine-tuning maths maths-problem ppo
Last synced: 03 Aug 2024
https://github.com/adik993/ppo-pytorch
Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)
cartpole-v1 deep-learning generalized-advantage-estimation icm intrinsic-curiosity-module mountaincar-v0 pendulum-v0 ppo proximal-policy-optimization pytorch reinforcement-learning
Last synced: 07 Aug 2024
https://github.com/lorenmt/minimal-isaac-gym
A Minimal Example of Isaac Gym with DQN and PPO.
Last synced: 01 Aug 2024
https://github.com/jcwleo/mario_rl
a2c actor-critic curiosity-driven deep-learning icm ppo pytorch reinforcement-learning supermariobros
Last synced: 01 Aug 2024
https://github.com/CN-UPB/DeepCoMP
Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning
cell-selection cellular comp mobile multi-agent-reinforcement-learning ppo python ray reinforcement-learning rllib simulation wireless
Last synced: 04 Aug 2024
https://github.com/guichristmann/thormang3-gogoro-PPO
Steering-based control of a two-wheeled vehicle using RL-PPO and NVIDIA Isaac Gym.
Last synced: 01 Aug 2024
https://github.com/bilalkabas/DRL-Nav
Deep Reinforcement Learning based autonomous navigation in realistic simulation environments.
airsim deep-reinforcement-learning gym ppo unreal-engine
Last synced: 29 Jul 2024
https://github.com/sharif1093/digideep
A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.
ddpg deep-reinforcement-learning dm-control openai-gym ppo pytorch reinforcement-learning sac
Last synced: 07 Aug 2024
https://github.com/ajaysub110/rlin200lines
PyTorch implementations of Reinforcement Learning algorithms in less than 200 lines
deep-reinforcement-learning dqn machine-learning policy-gradient ppo pytorch-implementations reinforcement-learning reinforcement-learning-algorithms soft-actor-critic
Last synced: 02 Oct 2024
https://github.com/rsgoksel/mechopter
PyGame-based quadcopter simulator & Reinforcement Learning Project
a2c dqn ipynb ppo pygame python quadcopter reinforcement-learning
Last synced: 27 Sep 2024
https://github.com/indutny/haggling_rl
RL learning model for Hola's Haggling Challenge
a2c haggle ppo reinforcement-learning
Last synced: 01 Oct 2024
