Pytorch RlThis repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
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learning-to-drive-in-5-minutesImplementation of reinforcement learning approach to make a car learn to drive smoothly in minutes
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Dmc2gymOpenAI Gym wrapper for the DeepMind Control Suite
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ddrlDeep Developmental Reinforcement Learning
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CartPoleRun OpenAI Gym on a Server
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Deterministic Gail PytorchPyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning
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TorchrlPytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
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Pytorch sacPyTorch implementation of Soft Actor-Critic (SAC)
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Stable BaselinesMirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
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Reinforcement LearningDeep Reinforcement Learning Algorithms implemented with Tensorflow 2.3
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TianshouAn elegant PyTorch deep reinforcement learning library.
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protoProto-RL: Reinforcement Learning with Prototypical Representations
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Deep-Reinforcement-Learning-CS285-PytorchSolutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework
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Ma GymA collection of multi agent environments based on OpenAI gym.
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Mushroom RlPython library for Reinforcement Learning.
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Pytorch sac aePyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
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Rl BookSource codes for the book "Reinforcement Learning: Theory and Python Implementation"
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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).
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Pytorch ReinforcePyTorch Implementation of REINFORCE for both discrete & continuous control
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pytorch-rlPytorch Implementation of RL algorithms
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Deep-Q-NetworksImplementation of Deep/Double Deep/Dueling Deep Q networks for playing Atari games using Keras and OpenAI gym
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CoachReinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
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Drqn TensorflowDeep recurrent Q Learning using Tensorflow, openai/gym and openai/retro
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Fruit-APIA Universal Deep Reinforcement Learning Framework
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ActiveRagdollControllersResearch into controllers for 2d and 3d Active Ragdolls (using MujocoUnity+ml_agents)
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DrqDrQ: Data regularized Q
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Rl Baselines ZooA collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
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yarllCombining deep learning and reinforcement learning.
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jax-rlJAX implementations of core Deep RL algorithms
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l2rpn-baselinesL2RPN Baselines a repository to host baselines for l2rpn competitions.
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pong-from-pixelsTraining a Neural Network to play Pong from pixels
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Advanced Models여러가지 유명한 신경망 모델들을 제공합니다. (DCGAN, VAE, Resnet 등등)
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safe-control-gymPyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
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molecular-VAEImplementation of the paper - Automatic chemical design using a data-driven continuous representation of molecules
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fastbasicFastBasic - Fast BASIC interpreter for the Atari 8-bit computers
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free-lunch-saliencyCode for "Free-Lunch Saliency via Attention in Atari Agents"
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ecoleExtensible Combinatorial Optimization Learning Environments
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ddpg bipedRepository for Planar Bipedal walking robot in Gazebo environment using Deep Deterministic Policy Gradient(DDPG) using TensorFlow.
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rl tradingNo description or website provided.
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BagelIPCCC 2018: Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder
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modelicagymModelica models integration with Open AI Gym
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reinforcement learning ppo rndDeep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some explanation
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tensorflow-mnist-AAETensorflow implementation of adversarial auto-encoder for MNIST
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sc2gymPySC2 OpenAI Gym Environments
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GoBiggerCome & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.
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irokoA platform to test reinforcement learning policies in the datacenter setting.
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probabilistic nlgTensorflow Implementation of Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation (NAACL 2019).
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concept-based-xaiLibrary implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
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VAENAR-TTSPyTorch Implementation of VAENAR-TTS: Variational Auto-Encoder based Non-AutoRegressive Text-to-Speech Synthesis.
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dm2gymConvert DeepMind Control Suite to OpenAI gym environments.
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6502.NetA .Net-based Cross-Assembler for Several 8-Bit Microprocessors
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