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44 search results found

Reinforcement Learning An Introduction ⭐ 12,490

Python Implementation of Reinforcement Learning: An Introduction

Deeprl Agents ⭐ 2,004

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

Rlpyt ⭐ 1,709

Reinforcement Learning in PyTorch

Deep Reinforcement Learning

Awesome Deep Rl ⭐ 1,225

For deep RL and the future of AI.

Dreamerv2 ⭐ 700

Mastering Atari with Discrete World Models

Multihopkg ⭐ 252

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

Dojo.jl ⭐ 237

A differentiable physics engine for robotics

Ddpg Aigym ⭐ 220

Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments

Learningx ⭐ 213

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

Code for the paper "Evolved Policy Gradients"

Reinforcement_learning ⭐ 89

강화학습에 대한 기본적인 알고리즘 구현

Reinforcementlearning Atarigame ⭐ 87

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games

Rl Workshop ⭐ 69

Reinforcement Learning Workshop for Data Science BKK

Pytorch Pcgrad ⭐ 53

Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

Unitytensorflowkeras ⭐ 43

Unity In Editor Deep Learning Tools. Using KerasSharp, TensorflowSharp, Unity MLAgent. In-Editor training and no python needed.

Ram_modified ⭐ 38

"Recurrent Models of Visual Attention" in TensorFlow

Policy Gradient Methods ⭐ 35

Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC

Chainer Seqgan ⭐ 34

implementation of SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient

Awesome Machine Learning Robotics ⭐ 32

A curated list of resources about Machine Learning for Robotics

PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)

Rlcrypto ⭐ 29

A crypto currency live-trading backend for Huobi

Optimization_of_image_description_metrics_using_policy_gradient_methods ⭐ 29

Tensorflow implement of paper: Optimization of image description metrics using policy gradient methods

Sinkhorn Policy Gradient.pytorch ⭐ 29

Code accompanying the paper "Learning Permutations with Sinkhorn Policy Gradient"

Policy Gradient Pong ⭐ 27

tensorflow implementation of Andrej Karpathy's blog about reinforcement learning. http://karpathy.github.io/2016/05/31/rl/

Reinforcement Learning An Introduction ⭐ 25

Kotlin implementation of algorithms, examples, and exercises from the Sutton and Barto: Reinforcement Learning (2nd Edition)

Natural Gradient Deep Q Learning ⭐ 21

Deep Reinforcement Learning in R (Deep Q Learning, Policy Gradient, Actor-Critic Method, etc)

Ranking Policy Gradient

Atari Leaderboard ⭐ 16

A leaderboard of human and machine performance on the Arcade Learning Environment (ALE).

Deep_rl_pong_keras ⭐ 16

Deep Reinforcement Learning Policy Gradients Method - Pong game - Keras

Policy Gradient Methods ⭐ 15

Modular PyTorch implementation of policy gradient methods

Snake.ai ⭐ 14

Multiplayer snake AI

Low-variance and unbiased gradient for backpropagation through categorical random variables, with application in variational auto-encoder and reinforcement learning. ICML 2019

There are few caveats when you want to use a Recurrent Neural Network (RNN) policy with Policy Gradient Algorithms. This repository explains them and provide a solution for them. Please see the blog for more details.

Marl Patrolling Agents ⭐ 12

Project on multi agent reinforcement learning applied on patrolling agents

Pyreinforce ⭐ 10

Deep Reinforcement Learning library for Python

Stochastic Variance Reduction Policy Gradient Estimation

Deep Bayesian Quadrature Policy Optimization ⭐ 9

Official implementation of the AAAI 2021 paper Deep Bayesian Quadrature Policy Optimization.

Pong With Policy Gradients ⭐ 9

Code for an intro to RL workshop. You'll be training a simple agent to play pong using policy gradients. Adapted from http://karpathy.github.io/2016/05/31/rl/

Pytorch implementation of the Deep Deterministic Policy Gradients Algorithm for Continuous Control

Rlin200lines ⭐ 9

PyTorch implementations of Reinforcement Learning algorithms in less than 200 lines

Policygradient_ponggame ⭐ 9

Pong Game problem solving using RL - Policy Gradient with OpenAI Gym Framework and Tensorflow

Twin Delayed Ddpg ⭐ 7

Pytorch Implementation of Twin Delayed Deep Deterministic Policy Gradients for Continuous Control

Deterministicpolicygradient.jl ⭐ 7

Reinforcement learning with Deterministic Policy Gradient methods

Reinforcement_learning ⭐ 7

Contains baseline implementations of all RL algorithms using tabular and function approximations. Algorithms such as TD(0), MC, SARSA, Q-Learning and Policy Gradient methods.

Deep Deterministic Policy Gradients in TF r2.0

强化学习-游戏AI Trainning

Mountain Car Continuous ⭐ 6

Implementations of solutions to the continuous mountain car problem. Using OpenAI Gym and Tensorflow 1.1.

Svpg_tensorflow ⭐ 5

Tensorflow Implementation of Stein Variational Policy Gradients

Reinforcement Learning With Tensorflow 2.0 ⭐ 5

Tensorflow 2.0 Reinforcement Learning

Model Based Meta Rl ⭐ 5

Self-implemented code for Model-Based Meta-Reinforcement Learning

Model Based Rl ⭐ 5

Model-based Policy Gradients

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