Pinned Repositories
60_Days_RL_Challenge
Learn Deep Reinforcement Learning in Depth in 60 days
A-Deep-Reinforcement-Learning-Network-for-Traffic-Light-Cycle-Control
A Deep Reinforcement Learning Network for Traffic Light Cycle Control
A2C
A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow
aaai-goal
This is the codebase for the goal domain, implemented with Pygame.
Adaptive-Traffic-Signal-Control-Using-Reinforcement-Learning
This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellman Equation (Q-Learning).
adeptRL
Reinforcement learning framework to accelerate research
agents
Efficient Batched Reinforcement Learning in TensorFlow
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
gym-goal
OpenAI Gym environment for Robot Soccer Goal
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
landoufulxf's Repositories
landoufulxf/gym-goal
OpenAI Gym environment for Robot Soccer Goal
landoufulxf/Adaptive-Traffic-Signal-Control-Using-Reinforcement-Learning
This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellman Equation (Q-Learning).
landoufulxf/BCQ
Author's PyTorch implementation of BCQ for continuous and discrete actions
landoufulxf/colight
CoLight: Learning Network-level Cooperation for Traffic Signal Control
landoufulxf/curious
Implementation of CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning
landoufulxf/Deep-Learning-with-PyTorch-Tutorials
深度学习与PyTorch入门实战视频教程 配套源代码和PPT
landoufulxf/Deep-QLearning-Agent-for-Traffic-Signal-Control
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize the traffic efficiency.
landoufulxf/DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
landoufulxf/DeepRL-1
Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone
landoufulxf/deeprl_signal_control
multi-agent deep reinforcement learning for large-scale traffic signal control.
landoufulxf/DL_RL_Zoo
Lightweight, stable, efficient PyTorch implement of reinforcement learning. I want to call this PyTorch implement as "3-Python-file-RL".
landoufulxf/DRL-robot-navigation
Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.
landoufulxf/DRL4Recsys
Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems
landoufulxf/football
landoufulxf/gym-platform
OpenAI Gym environment for Platform
landoufulxf/gymfc
An OpenAI environment for developing neuro-flight controllers using reinforcement learning
landoufulxf/mep
Maximum Entropy-Regularized Multi-Goal Reinforcement Learning (ICML 2019)
landoufulxf/MP-DQN
Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"
landoufulxf/Multi-Agent-Reinforcement-Learning-Environment
Hello, I pushed some python environments for Multi Agent Reinforcement Learning.
landoufulxf/panda-gym
OpenaAI Gym Franka Emika Panda robot environment based on PyBullet.
landoufulxf/pg-is-all-you-need
Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.
landoufulxf/practicalAI
📚 A practical approach to learning and using machine learning.
landoufulxf/presslight
landoufulxf/QuadrotorFly
This is a dynamic simulation for quadrotor UAV
landoufulxf/rainbow-is-all-you-need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
landoufulxf/Recommenders
Best Practices on Recommendation Systems
landoufulxf/rl-tutorial-jnrr19
Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
landoufulxf/robogym
Robotics Gym Environments
landoufulxf/tensorwatch
Debugging, monitoring and visualization for Python Machine Learning and Data Science
landoufulxf/trip-card
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