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alpha-zeroAlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.
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alpha sigmaA pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.
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jax-rlJAX implementations of core Deep RL algorithms
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SharkStockAutomate swing trading using deep reinforcement learning. The deep deterministic policy gradient-based neural network model trains to choose an action to sell, buy, or hold the stocks to maximize the gain in asset value. The paper also acknowledges the need for a system that predicts the trend in stock value to work along with the reinforcement …
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ml course"Learning Machine Learning" Course, Bogotá, Colombia 2019 #LML2019
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Rainy☔ Deep RL agents with PyTorch☔
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Arena TrackerArena Tracker is a deck tracker that gives you a lot of extra info while playing Hearthstone.
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good robot"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer; and “Good Robot!”: Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer
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Fruit-APIA Universal Deep Reinforcement Learning Framework
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deep rl acrobotTensorFlow A2C to solve Acrobot, with synchronized parallel environments
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yarllCombining deep learning and reinforcement learning.
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tpprlCode and data for "Deep Reinforcement Learning of Marked Temporal Point Processes", NeurIPS 2018
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action-branching-agents(AAAI 2018) Action Branching Architectures for Deep Reinforcement Learning
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DRL in CVA course on Deep Reinforcement Learning in Computer Vision. Visit Website:
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scala-rlFunctional Reinforcement Learning in Scala.
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HsdataHearthstone Data
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Python HearthstoneHearthstone Python library (CardDefs, DBF, enums, log parser)
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AlphaGo.jlAlphaGo Zero implementation using Flux.jl
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awesome-rlAwesome RL: Papers, Books, Codes, Benchmarks
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Arcane TrackerAn automatic Hearthstone tracker for Android
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omdJAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"
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DeepCubeACode for DeepCubeA, a Deep Reinforcement Learning algorithm that can learn to solve the Rubik's cube.
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Practical-DRLThis is a practical resource that makes it easier to learn about and apply Practical Deep Reinforcement Learning (DRL) https://ibrahimsobh.github.io/Practical-DRL/
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abcSeqGAN but with more bells and whistles
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reinforcement learning ppo rndDeep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some explanation
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king-pongDeep Reinforcement Learning Pong Agent, King Pong, he's the best
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ActiveRagdollControllersResearch into controllers for 2d and 3d Active Ragdolls (using MujocoUnity+ml_agents)
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AI-ProjectsAI项目(强化学习、深度学习、计算机视觉、推荐系统、自然语言处理、机器导航、医学影像处理)
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HypernetsA General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
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Hearthstone AiA Hearthstone AI based on Monte Carlo tree search and neural nets written in modern C++.
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dqn-obstacle-avoidanceDeep Reinforcement Learning for Fixed-Wing Flight Control with Deep Q-Network
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SabberstoneJust another Hearthstone Simulator in C# .Net Core, with some A.I. approaches!
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Searchstone🃏 Hearthstone's cards search engine built with algolia instantsearch.
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UicardGeneric UI for card games like Hearthstone, Magic Arena and Slay the Spire...
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hearthstone-linuxCraft your own linux native Hearthstone client
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MetastoneHearthstone simulator written in Java with full GUI support
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Hearthstone DbA JSON collection of all Hearthstone cards. Hearthstone database.
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AdvisorA Hearthstone Deck Tracker plugin which tries to guess the opponent's deck while playing and shows it's supposed cards.
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deep-blueberryIf you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!
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Joust🍿 Hearthstone replays in your browser.
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SunwellCanvas-based high quality Hearthstone card renderer
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React Redux Card GameA web version of Blizzard's Hearthstone game built with React, Redux and ImmutableJS
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hs-art-extractorA tool to extract Hearthstone card art from the game files
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utttAlphaZero-like AI solution for playing Ultimate Tic-Tac-Toe in the browser
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