DeeprlModularized Implementation of Deep RL Algorithms in PyTorch
Stars: β 2,640 (+10900%)
Mutual labels: deep-reinforcement-learning, rainbow, ddpg
Deeprl Tensorflow2π Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Stars: β 319 (+1229.17%)
Mutual labels: deep-reinforcement-learning, ddpg, trpo
Machine Learning Is All You Needπ₯πγMachine Learning ζ Όη©εΏγ: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!πͺ This repository is ALL You Need!
Stars: β 173 (+620.83%)
Mutual labels: deep-reinforcement-learning, ddpg, trpo
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: β 426 (+1675%)
Mutual labels: deep-reinforcement-learning, ddpg, trpo
Deep-Reinforcement-Learning-With-PythonMaster classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Stars: β 222 (+825%)
Mutual labels: deep-reinforcement-learning, ddpg, trpo
Mushroom RlPython library for Reinforcement Learning.
Stars: β 442 (+1741.67%)
Mutual labels: deep-reinforcement-learning, ddpg, trpo
pytorch-distributedApe-X DQN & DDPG with pytorch & tensorboard
Stars: β 98 (+308.33%)
Mutual labels: deep-reinforcement-learning, ddpg
Rainyβ Deep RL agents with PyTorchβ
Stars: β 39 (+62.5%)
Mutual labels: deep-reinforcement-learning, ddpg
revisiting rainbowRevisiting Rainbow
Stars: β 71 (+195.83%)
Mutual labels: deep-reinforcement-learning, rainbow
motion-planner-reinforcement-learningEnd to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo
Stars: β 99 (+312.5%)
Mutual labels: deep-reinforcement-learning, ddpg
Deep Reinforcement Learning Algorithms31 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.
Stars: β 167 (+595.83%)
Mutual labels: deep-reinforcement-learning, ddpg
deep rl acrobotTensorFlow A2C to solve Acrobot, with synchronized parallel environments
Stars: β 32 (+33.33%)
Mutual labels: deep-reinforcement-learning, ddpg
Deep-rl-mxnetMxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO
Stars: β 26 (+8.33%)
Mutual labels: deep-reinforcement-learning, ddpg
Pytorch DrlPyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Stars: β 233 (+870.83%)
Mutual labels: deep-reinforcement-learning, ddpg
DDPGEnd to End Mobile Robot Navigation using DDPG (Continuous Control with Deep Reinforcement Learning) based on Tensorflow + Gazebo
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Mutual labels: deep-reinforcement-learning, ddpg
deeprl-continuous-controlLearning Continuous Control in Deep Reinforcement Learning
Stars: β 14 (-41.67%)
Mutual labels: deep-reinforcement-learning, ddpg
LWDRLCLightweight deep RL Libraray for continuous control.
Stars: β 14 (-41.67%)
Mutual labels: deep-reinforcement-learning, ddpg
model-free-algorithmsTD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x
Stars: β 56 (+133.33%)
Mutual labels: rainbow, ddpg
