trpo

There are 0 repository under trpo topic.

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 7377
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 3586
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 1044
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 818
jingweiz / pytorch-rl
Deep Reinforcement Learning with pytorch & visdom
dqn a3c pytorch visdom deep-reinforcement-learning reinforcement-learning deep-learning actor-critic acer trpo pytorch-a3c
Language:Python 794
mushroom-rl
MushroomRL / mushroom-rl
Python library for Reinforcement Learning.
reinforcement-learning deep-reinforcement-learning deep-learning openai-gym atari rl pytorch mujoco dqn ddpg trpo qlearning pybullet sac
Language:Python 768
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 646
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 579
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 485
ikostrikov / pytorch-trpo
PyTorch implementation of Trust Region Policy Optimization
continuous-control deep-learning deep-reinforcement-learning mujoco pytorch reinforcement-learning trpo trust-region-policy-optimization
Language:Python 410
Skylark0924 / 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!
deep-reinforcement-learning keras pytorch tensorflow convolutional-neural-networks lstm dqn ddpg actor-critic ppo trpo qlearning logistic-regression support-vector-machine k-nearest-neighbours naive-bayes-classifier decision-trees random-forest gan resnet
Language:Python 370
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 300
andrewliao11 / gail-tf
Tensorflow implementation of generative adversarial imitation learning
imitation-learning trpo tensorflow gail continuous-control generative-adversarial-network inverse-reinforcement-learning reinforcement-learning
Language:Python 202
RchalYang / torchrl
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
pytorch sac ddpg policy-agent algorithm reinforcement-learning dqn td3 ppo trpo rl-algorithms mujoco gym
Language:Python 195
AcutronicRobotics / ros2learn
ROS 2 enabled Machine Learning algorithms
ros ros2 machine-learning ml reinforcement-learning rl ppo trpo dqn deep-learning robotics acktr
Language:Python 178
steveKapturowski / tensorflow-rl
Implementations of deep RL papers and random experimentation
a3c pgq trpo dqn openai-gym tensorflow reinforcement-learning
Language:Python 177
liuzuxin / FSRL
🚀 A fast safe reinforcement learning library in PyTorch
reinforcement-learning safe-rl library pytorch safety-critical decision-making robotics trustworthy-ai cpo ppo sac trpo cvpo
Language:Python 122
Scitator / Run-Skeleton-Run
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
actor-critic ddpg ddpg-agent nips nips-2017 physics-based ppo pytorch pytorch-solution reinforcement-learning tensorflow trpo
Language:Python 84
LxzGordon / Deep-Reinforcement-Learning-with-pytorch
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
pytorch algorithm reinforcement-learning dqn ddpg actor-critic policy-gradients a2c a3c sac td3 double-dqn dueling-dqn sarsa trpo
Language:Python 82
Officium / RL-Experiments
High-quality implementations of deep reinforcement learning algorithms for experiments
a2c dqn ppo pytorch rainbow reinforce rl-experiments trpo
Language:Python 51
SapanaChaudhary / PyTorch-CPO
PyTorch implementation of Constrained Policy Optimization
constrained-optimization constrained-policy-gradient deep-reinforcement-learning policy-gradient pytorch pytorch-reinforcement-learning pytorch-rl reinforcement-learning reinforcement-learning-algorithms trpo trpo-pytorch
Language:Python 43
CUN-bjy / rl-paper-review
road-map & paper review for Reinforcement Learning
policy-gradient rl reinforcement-learning paper-review ddpg ppo gae trpo td3 sac per her roadmap rl-roadmap review-page rl-review
37
Fritz449 / SRLF
Simple Reinforcement Learning Framework
reinforcement-learning machine-learning neural-network ddpg trpo evolution-strategies rainbow deep-reinforcement-learning asynchronous-advantage-actor-critic
Language:Python 33
deligentfool / policy_based_RL
The implement of the policy gradient RL algorithm with pytorch
reinforce actor-critic a2c trpo ppo ddpg td3 sac pytorch acer a3c icm rnd
Language:Python 32
sparisi / td-reg
TD-Regularized Actor-Critic Methods
reinforcement-learning temporal-difference trpo ppo dpg spg policy-gradient
Language:MATLAB 32
manantomar / Mirror-Descent-Policy-Optimization
Mirror Descent Policy Optimization
reinforcement-learning policy-optimization deep-reinforcement-learning trpo ppo sac deep-learning deep-learning-algorithms stable-baselines mirror-descent deep-learning-ai mdpo deep-rl model-free-rl
Language:Python 31
TroddenSpade / Meta-Reinforcement-Learning
Code snippets of Meta Reinforcement Learning algorithms
deep-learning meta-learning meta-reinforcement-learning ppo pytorch reinforcement-learning trpo maml
Language:Jupyter Notebook 29
DesikRengarajan / LOGO
[ICLR 2022 Spotlight] Code for Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration
deep-reinforcement-learning pytorch reinforcement-learning iclr2022 learning-from-demonstration trpo
Language:Python 23
BepfCp / RL-pytorch
A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.
ddpg ddqn dqn dueldqn ppo pytorch reinforcement-learning-algorithms sac td3 trpo
Language:Python 20
Jason-CKY / DeepRL-pytorch
Pytorch implementations of various Deep Reinforcement Learning algorithms on pybullet environments.
pybullet-environments python3 reinforcement-learning-algorithms ddpg td3 trpo ppo pytorch-implementation rlbench
Language:Python 20
abhilash1910 / Deep_Reinforcement_Learning_Trading
Deep Reinforcement Learning for Trading
a2c a3c-agent actor-critic actor-critic-methods arima-model cnn-lstm-models ddpg double-dqn dqn-agents dueling-dqn ppo-agent prophet-model sac sarimax soft tensorflow2 time-series trpo trading trading-strategies
Language:Jupyter Notebook 19
MahanFathi / TRPO-TensorFlow
Trust Region Policy Optimization (TRPO) in pure TensorFlow
policy-gradient reinforcement-learning tensorflow trpo trust-region-policy-optimization
Language:Python 18
Suman7495 / rl-botics
Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow
reinforcement-learning robotics reinforcement-learning-algorithms trpo policy-gradient rl machine-learning machine-learning-algorithms deep-learning deep-reinforcement-learning deep-q-learning ddpg openai-gym openai robots ppo qlearning machinelearning keras tensorflow
Language:Python 18
ZeinBarhoum / RL-quadrotor
Reinforcement Learning for quadrotor trajectory planning and control
ddpg gym-environment machine-learning pid-control ppo quadrotor reinforcement-learning sac trpo uav
Language:Python 17
jianzhnie / RLToolkit
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 ....
a2c actor-critic ddpg ddqn dqn maddpg mappo ppo qmix rl sac td3 trpo
Language:Python 16

trpo

thu-ml / tianshou

sweetice / Deep-reinforcement-learning-with-pytorch

Khrylx / PyTorch-RL

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

jingweiz / pytorch-rl

MushroomRL / mushroom-rl

TianhongDai / reinforcement-learning-algorithms

marload / DeepRL-TensorFlow2

dongminlee94 / deep_rl

ikostrikov / pytorch-trpo

Skylark0924 / Machine-Learning-is-ALL-You-Need

RITCHIEHuang / DeepRL_Algorithms

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

andrewliao11 / gail-tf

RchalYang / torchrl

AcutronicRobotics / ros2learn

steveKapturowski / tensorflow-rl

liuzuxin / FSRL

Scitator / Run-Skeleton-Run

LxzGordon / Deep-Reinforcement-Learning-with-pytorch

Officium / RL-Experiments

SapanaChaudhary / PyTorch-CPO

CUN-bjy / rl-paper-review

Fritz449 / SRLF

deligentfool / policy_based_RL

sparisi / td-reg

manantomar / Mirror-Descent-Policy-Optimization

TroddenSpade / Meta-Reinforcement-Learning

DesikRengarajan / LOGO

BepfCp / RL-pytorch

Jason-CKY / DeepRL-pytorch

abhilash1910 / Deep_Reinforcement_Learning_Trading

MahanFathi / TRPO-TensorFlow

Suman7495 / rl-botics

ZeinBarhoum / RL-quadrotor

jianzhnie / RLToolkit