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Search results for tensorflow deep reinforcement learning
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115 search results found
Mit Deep Learning
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9,897
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Introtodeeplearning
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6,826
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Practical_rl
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5,572
A course in reinforcement learning in the wild
Deep_reinforcement_learning_course
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3,581
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Tensorforce
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3,275
Tensorforce: a TensorFlow library for applied reinforcement learning
Deeptraffic
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1,684
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
Deep Rl Tensorflow
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1,505
TensorFlow implementation of Deep Reinforcement Learning papers
Top Deep Learning
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1,437
Top 200 deep learning Github repositories sorted by the number of stars.
Noreward Rl
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1,315
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Deepdrive
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845
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
Btgym
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825
Scalable, event-driven, deep-learning-friendly backtesting library
Rl Book
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794
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
Tensorflow Tutorial
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751
TensorFlow and Deep Learning Tutorials
Rlzoo
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561
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
Phillip
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521
The SSBM "Phillip" AI.
Cadrl_ros
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492
ROS package for dynamic obstacle avoidance for ground robots trained with deep RL
Tensorflow Reinforce
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477
Implementations of Reinforcement Learning Models in Tensorflow
Trending Deep Learning
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449
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
Tf2rl
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408
TensorFlow2 Reinforcement Learning
Neural Symbolic Machines
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346
Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.
Tf Rex
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341
Play Google Chrome's T-rex game with TensorFlow
Machine Learning Is All You Need
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337
🔥🌟《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!
Openai_lab
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314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Rlgraph
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241
RLgraph: Modular computation graphs for deep reinforcement learning
Deep Reinforcement Learning Gym
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235
Deep reinforcement learning model implementation in Tensorflow + OpenAI gym
Machine Learning Uiuc
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235
🖥️ CS446: Machine Learning in Spring 2018, University of Illinois at Urbana-Champaign
Tensorflow2 Deep Reinforcement Learning
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203
Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"
Naf Tensorflow
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188
"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow
Motion Planner Reinforcement Learning
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175
End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo
Rl Medical
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171
Deep Reinforcement Learning (DRL) agents applied to medical images
Deep Reinforcement Learning For Dialogue Generation In Tensorflow
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170
Deep-Reinforcement-Learning-for-Dialogue-Generatio
Drl
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151
Repository for codes of 'Deep Reinforcement Learning'
Deeprl Tensorflow2
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139
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Deep Learning Papers Reading Roadmap
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122
深度学习论文阅读路线图
Atari Rl
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121
Atari - Deep Reinforcement Learning algorithms in TensorFlow
Deeprl_algorithms
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112
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
Deep Reinforcement Learning In Large Discrete Action Spaces
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102
Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym
Pysc2 Rl Agents
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99
StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)
Exploration By Disagreement
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86
[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement
Alphazero_gomoku_mpi
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86
An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku
Yarll
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84
Combining deep learning and reinforcement learning.
Rl Course Experiments
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73
Unity_ml_agents_course
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62
Learn to create agents in Unity ML using Deep Reinforcement Learning with Tensorflow.
Ga3c Deepnavigation
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62
Tensorflow implementation of DeepMind paper - "Learning to Navigate in Complex Environments"
Deep Reinforcement Learning Applied To Doom
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57
DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM
Chi
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56
A high-level framework for advanced deep learning with TensorFlow
Ml In Tf
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45
Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Revisiting_rainbow
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45
Revisiting Rainbow
Tensorflow2.0 For Deep Reinforcement Learning
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44
TensorFlow 2.0 for Deep Reinforcement Learning. 🐙
Async Deeprl
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44
Playing Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning
Pisac
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39
Tensorflow 2 source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)
Muzero
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38
A clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.
Training Neural Networks For Event Based End To End Robot Control
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33
TUM Master’s thesis: Steering a robot with an event-based vision sensor in a lane-keeping task using methods such as Deep Reinforcement Learning or Spiking Neural Networks.
Bellman
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32
Model-based reinforcement learning in TensorFlow
Deep Q Networks
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32
Implementation of Deep/Double Deep/Dueling Deep Q networks for playing Atari games using Keras and OpenAI gym
Note
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31
Easily implement parallel training and distributed training. Machine learning library.
Deep_rl_acrobot
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30
TensorFlow A2C to solve Acrobot, with synchronized parallel environments
Drlkit
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29
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
F1tenth Rl
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27
Dqn with lidar data on f1tenth real car or f1tenth simulator
Open Rl
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26
Implementations of a large collection of reinforcement learning algorithms.
Master Thesis
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25
Deep 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
Practical_rl
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24
My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow
Drl
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24
A collection of Deep Reinforcement Learning algorithms implemented in tensorflow. Very extensible. High performing DQN implementation.
Ddpg
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23
End to End Mobile Robot Navigation using DDPG (Continuous Control with Deep Reinforcement Learning) based on Tensorflow + Gazebo
Deep Reinforcement Learning Drone Control
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23
A drone control system based on deep reinforcement learning with Tensorflow and ROS
Reinforcement Learning On Google Colab
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21
Reinforcement Learning algorithm's using google-colab
Rlflow
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20
A TensorFlow-based framework for learning about and experimenting with reinforcement learning algorithms
Tradernet Crv2
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18
TraderNet-CRv2 - Combining Deep Reinforcement Learning with Technical Analysis and Trend Monitoring on Cryptocurrency Markets
Dex
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18
Continual Learning Toolkit for Reinforcement Learning
Deep Reinforcement Learning Cs285 Pytorch
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17
Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework
Deepcoord
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17
DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning
Impala Scalable Distributed Deep Rl With Importance Weighted Actor Learner Architectures
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17
Tf_rl
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17
Eagerly Experimentable!!!
Dqn Lambda
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15
NeurIPS 2019: DQN(λ) = Deep Q-Network + λ-returns.
Ml_course
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15
"Learning Machine Learning" Course, Bogotá, Colombia 2019 #LML2019
Reinforcement_learning_ppo_rnd
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14
Deep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some explanation
Dqn
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11
Deep Q-Networks in tensorflow
Unrealgo
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11
c++ implementation of alphagozero
Deep Briscola
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11
Tensorflow Deep Reinforcement Learning agents playing Briscola card game
Deep Learning Andrewng Deeplearning.ai
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11
Contains all course modules, exercises and notes of Deep Learning Specialization by Andrew Ng, and DeepLearning.ai in Coursera
Rl Botics
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10
Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow
Mvc Drl
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10
Cleanest deep reinforcement learning implementation based on Web MVC architecture with complete unit testings
Deep Reinforcement Learning
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10
[Tensorflow] High Correlation Data Removing Method for Deep Reinforcement Learning in Obstacle Avoidance and Path Planning
Soft Actor Critic
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10
Modified versions of the SAC algorithm from spinningup for discrete action spaces and image observations.
Deep Rl Dqn Tensorflow
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10
TensorFlow implementation of Deep RL (Reinforcement Learning) papers based on deep Q-learning (DQN)
Adlxmlds2017
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10
Works for Applied Deep Learning / Machine Learning and Having It Deep and Structured (2017 FALL) @ NTU
Mastering Tensorflow
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10
Author's copy of the Mastering TensorFlow Book's Repo
Tensorforce Client
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9
TensorForce-Client: Running Parallelized Reinforcement Learning Experiments in the Cloud
Vizdoomagents
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9
😈 Train ViZDoom agents by Reinforcement Learning 👻
Flappybird_dqn_with_target_network
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9
DQN with freezing target network in tensorflow on pygame FlappyBird
Drlbox
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9
Interfacing RL agents with user-definable neural networks and OpenAI-gym environments.
Deep_learning
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8
DL. Some background knowledge in High School level calculus and Python Programming would be helpful. A compilation of resources.
Rlbox
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8
RLbox: Solving OpenAI Gym with TensorFlow
Mountaincar V0_deeprl
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8
OpenAI MountainCar-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
Drl_snakey
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8
深度强化学习贪吃蛇游戏。拥有完整游戏环境与AI接口。(项目未完成)
Distr A3c
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8
A3C training over cluster using distributed TensorFlow
Deeppathwithtensorforce
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8
DeepPath - A Deep Reinforcement Learning Method for Knowledge Graph Reasoning using TensorForce
Ddpg Tensorflow
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8
a simple demo of pendulem control using DDPG algorithm
Reinforcement Learning
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7
Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.
Dqns
⭐
7
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