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/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/A2C
A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow
landoufulxf/agents
Efficient Batched Reinforcement Learning in TensorFlow
landoufulxf/AlphaZero_Gomoku
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
landoufulxf/awesome-rl
Reinforcement learning resources curated
landoufulxf/baby-a3c
A high-performance Atari A3C agent in 180 lines of PyTorch
landoufulxf/cartpole
landoufulxf/chess-alpha-zero
Chess reinforcement learning by AlphaGo Zero methods.
landoufulxf/DDQ
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning
landoufulxf/deep-rl-tensorflow
TensorFlow implementation of Deep Reinforcement Learning papers
landoufulxf/DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
landoufulxf/DinoRunTutorial
Accompanying code for Paperspace tutorial "Build an AI to play Dino Run"
landoufulxf/dm_control
The DeepMind Control Suite and Package
landoufulxf/DQN-tensorflow
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
landoufulxf/ELF
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
landoufulxf/minigo
An open-source implementation of the AlphaGoZero algorithm
landoufulxf/PGPortfolio
PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).
landoufulxf/PhoenixGo
Go AI program which implement the AlphaGo Zero paper
landoufulxf/ptan
PyTorch Agent Net: reinforcement learning toolkit for pytorch
landoufulxf/PyTorch-ActorCriticRL
PyTorch implementation of DDPG algorithm for continuous action reinforcement learning problem.
landoufulxf/pytorch-gym
Implementation of the Deep Deterministic Policy Gradient(DDPG) in bullet Gym using pytorch
landoufulxf/Quadcopter-Deep-Reinforcement-Learning
Train a quadcopter to fly with a deep reinforcement learning algorithm - DDPG
landoufulxf/reinforcement-learning-1
Minimal and Clean Reinforcement Learning Examples
landoufulxf/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
landoufulxf/retro-baselines
Publicly releasable baselines for the Retro contest
landoufulxf/RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
landoufulxf/RL-Quadcopter
Udacity Deep Learning Nano Degree Project : Deep Reinforcement Learning Based Quadcopter controller
landoufulxf/rllab
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
landoufulxf/RocAlphaGo
An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.
landoufulxf/softqlearning
Reinforcement Learning with Deep Energy-Based Policies