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49 search results found
Reinforcement Learning With Tensorflow
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8,174
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Tensorflow Tutorial
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3,873
Tensorflow tutorial from basic to hard
Reinforcement Learning
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3,119
Minimal and Clean Reinforcement Learning Examples
Deep Q Learning
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894
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
Deeprl Tutorials
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726
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
Pysc2 Examples
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721
StarCraft II - pysc2 Deep Reinforcement Learning Examples
Deep Trading Agent
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514
Deep Reinforcement Learning based Trading Agent for Bitcoin
Tensorflow Reinforce
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477
Implementations of Reinforcement Learning Models in Tensorflow
Flappy Bird Deep Q Learning Pytorch
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407
Deep Q-learning for playing flappy bird game
Tetris Deep Q Learning Pytorch
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404
Deep Q-learning for playing tetris game
Uav Ddpg
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297
Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
Accel Brain Code
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289
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language proces
Curl
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280
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
Gym Fx
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187
Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress
Mlds2018spring
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106
Machine Learning and having it Deep and Structured (MLDS) in 2018 spring
Rl
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94
Deep Reinforcement Learning For Trading
Gym_trading
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89
Essence
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66
AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.
Distributed_rl
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66
Pytorch implementation of distributed deep reinforcement learning
Pytorch Learn Reinforcement Learning
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42
A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
Dqn Using Pytorch And Ml Agents
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31
A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment
King Pong
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24
Deep Reinforcement Learning Pong Agent, King Pong, he's the best
Dqn
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22
Deep-Q-Network reinforcement learning algorithm applied to a simple 2d-car-racing environment
Rewardshifting
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20
Code for paper Exploiting Reward Shifting in Value-Based Deep RL
Tetris Dqn
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19
Tetris with a Deep Q Network.
Rocket_lander_gym
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16
💥💥 This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.
Dqn Lambda
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15
NeurIPS 2019: DQN(λ) = Deep Q-Network + λ-returns.
Drlcache
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13
Deep reinforcement learning-based replacement strategy for content caching.
Deep Rl Torcs
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12
Autonomous Navigation using Deep Reinforcement Learning
Dqn
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11
Deep Q-Networks in tensorflow
Grasshopper_dqn
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11
Repository for CAADRIA19 Workshop: "WS.4 Deep Reinforcement Learning in Grasshopper".
Deep Reinforcement Learning
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10
[Tensorflow] High Correlation Data Removing Method for Deep Reinforcement Learning in Obstacle Avoidance and Path Planning
Morl Dv
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10
Modular Multi-Objective Reinforcement Learning with Decision Values
Snake Gym
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9
A gym environment for the game snake, with a tiled version. Contains implementations for NEAT and RL.
Target Tracking Simulator
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9
Urban Environment Simulator Code for Testing your Target Tracking Algorithms.
Machinelearning 2048
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8
AI player for 2048 game using Machine Learning concepts
Deeprl Navigation
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8
Deep Reinforcement Learning DQN on Unity ML Agent
Tiny Dqn Tensorflow
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7
Tiny implementation of Deep-Q Network with Tensorflow
Rl V2
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7
Version 3.0.0 Pytorch implementations of DQN, DDQN, DDPG, SAC, Discrete SAC. With more features :)
Flappybird
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7
FlappyBird Reinforcement Learning based on Pygame, OpenCV, Tensorflow
Deep Q Network Ataribreakoutgame
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7
Playing Atari Breakout Game with Reinforcement Learning (DQN , Deep Q Learning)
Rubiks_cube_ai
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6
A PyTorch AI that learns to solve Rubik's Cubes using Deep Q-Learning.
Rocket Landing Rl
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6
Custom OpenAI Gym for vertical rocket landing and Deep Q-Learning implementation.
Event Triggered Deep Q Network
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6
Code for paper: Event-triggered deep reinforcement learning using parallel control: A case study in autonomous driving.
Lunar Lander Double Deep Q Networks
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6
An AI agent that use Double Deep Q-learning to teach itself to land a Lunar Lander on OpenAI universe
Intelligent Self Driving Car
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6
High speed autonomous vehicle navigation and lane change in dense traffic scenario using custom SUMO gym Environment and Reinforcement Learning algorithm
Deep Q Learning
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6
Deep reinforcement learning using a deep Q-network with a dueling architecture.
Openai Gym Carracing Dqn
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5
Train a DQN Agent to play CarRacing 2d using TensorFlow and Keras.
Learning Chaos
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5
Unofficial Python implementation of the DQN (Mnih et al., 2015) with tensorflow
Robot_car
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5
Creating a physical robot that learns to play a game with reinforcement learning!
Colab Rl
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5
Keras implementation of the latest Reinforcement Learning algorithms, ready to use in Google Colab.
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1-49 of 49 search results
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