Deep Reinforcement Learning With PytorchPyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Stars: ✭ 1,345 (+2104.92%)
ExplorerExplorer is a PyTorch reinforcement learning framework for exploring new ideas.
Stars: ✭ 54 (-11.48%)
Fruit-APIA Universal Deep Reinforcement Learning Framework
Stars: ✭ 61 (+0%)
Pytorch A2c Ppo Acktr GailPyTorch 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).
Stars: ✭ 2,632 (+4214.75%)
TianshouAn elegant PyTorch deep reinforcement learning library.
Stars: ✭ 4,109 (+6636.07%)
Pytorch RlTutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Stars: ✭ 121 (+98.36%)
Reinforcement Learning AlgorithmsThis 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)
Stars: ✭ 426 (+598.36%)
Pytorch DrlPyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Stars: ✭ 233 (+281.97%)
Mlds2018springMachine Learning and having it Deep and Structured (MLDS) in 2018 spring
Stars: ✭ 124 (+103.28%)
TF2-RLReinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
Stars: ✭ 160 (+162.3%)
Pytorch Cpp RlPyTorch C++ Reinforcement Learning
Stars: ✭ 353 (+478.69%)
Run Skeleton RunReason8.ai PyTorch solution for NIPS RL 2017 challenge
Stars: ✭ 83 (+36.07%)
Machine Learning Is All You Need🔥🌟《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!
Stars: ✭ 173 (+183.61%)
Deeprl TutorialsContains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
Stars: ✭ 748 (+1126.23%)
connect4Solving board games like Connect4 using Deep Reinforcement Learning
Stars: ✭ 33 (-45.9%)
xingtianxingtian is a componentized library for the development and verification of reinforcement learning algorithms
Stars: ✭ 229 (+275.41%)
Paddle-RLBooksPaddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
Stars: ✭ 113 (+85.25%)
Reinforcement learning tutorial with demoReinforcement 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..
Stars: ✭ 442 (+624.59%)
Tensorflow ReinforceImplementations of Reinforcement Learning Models in Tensorflow
Stars: ✭ 480 (+686.89%)
LWDRLCLightweight deep RL Libraray for continuous control.
Stars: ✭ 14 (-77.05%)
Rlseq2seqDeep Reinforcement Learning For Sequence to Sequence Models
Stars: ✭ 683 (+1019.67%)
Slm LabModular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Stars: ✭ 904 (+1381.97%)
Pytorch RlPyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
Stars: ✭ 658 (+978.69%)
Pytorch-RL-CPPA Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)
Stars: ✭ 73 (+19.67%)
A2cA Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow
Stars: ✭ 169 (+177.05%)
Openai labAn experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Stars: ✭ 313 (+413.11%)
Easy Rl强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/
Stars: ✭ 3,004 (+4824.59%)
imitation learningPyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
Stars: ✭ 93 (+52.46%)
Torch AcRecurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
Stars: ✭ 70 (+14.75%)
td-regTD-Regularized Actor-Critic Methods
Stars: ✭ 28 (-54.1%)
Deep-rl-mxnetMxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO
Stars: ✭ 26 (-57.38%)
Ppo PytorchMinimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
Stars: ✭ 325 (+432.79%)
Lagomlagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Stars: ✭ 364 (+496.72%)
ADL2019Applied Deep Learning (2019 Spring) @ NTU
Stars: ✭ 20 (-67.21%)
Deeprl algorithmsDeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
Stars: ✭ 97 (+59.02%)
yarllCombining deep learning and reinforcement learning.
Stars: ✭ 84 (+37.7%)
Master-ThesisDeep 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
Stars: ✭ 33 (-45.9%)
ml-aiML-AI Community | Open Source | Built in Bharat for the World | Data science problem statements and solutions
Stars: ✭ 32 (-47.54%)
DQN-AtariDeep Q-Learning (DQN) implementation for Atari pong.
Stars: ✭ 53 (-13.11%)
ntgaCode for "Neural Tangent Generalization Attacks" (ICML 2021)
Stars: ✭ 33 (-45.9%)
AtariAlgos.jlArcade Learning Environment (ALE) wrapped as a Reinforce.jl environment
Stars: ✭ 38 (-37.7%)
deep autovimlBuild tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.
Stars: ✭ 98 (+60.66%)
QuantumSpeech-QCNNIEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition
Stars: ✭ 71 (+16.39%)
banditsComparison of bandit algorithms from the Reinforcement Learning bible.
Stars: ✭ 16 (-73.77%)
tfworldhackathonGitHub repo for my Tensorflow World hackathon submission
Stars: ✭ 17 (-72.13%)
PyPOMDPPython implementation of POMDP framework and PBVI & POMCP algorithms.
Stars: ✭ 60 (-1.64%)