AI booklet CE-AUTBooklet and exam of Artificial Intelligence Master Degree at Amirkabir University of technology.
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Carla-ppoThis repository hosts a customized PPO based agent for Carla. The goal of this project is to make it easier to interact with and experiment in Carla with reinforcement learning based agents -- this, by wrapping Carla in a gym like environment that can handle custom reward functions, custom debug output, etc.
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r6mapsRainbow Six Siege map quick references
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drl graspingDeep Reinforcement Learning for Robotic Grasping from Octrees
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multi view ramNo description or website provided.
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Video-Game-Keyboard-DatabaseA set of PHP forms and MySQL databases that generate keyboard control diagrams in a new browser window. You can select control bindings from among various video games and other software.
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RLReinforcement Learning Demos
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Deep-Quality-Value-FamilyOfficial implementation of the paper "Approximating two value functions instead of one: towards characterizing a new family of Deep Reinforcement Learning Algorithms": https://arxiv.org/abs/1909.01779 To appear at the next NeurIPS2019 DRL-Workshop
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AI使用深度强化学习解决视觉跟踪和视觉导航问题
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storm-engineGame engine behind Sea Dogs, Pirates of the Caribbean and Age of Pirates games.
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godpaper🐵 An AI chess-board-game framework(by many programming languages) implementations.
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deep-rtsA Real-Time-Strategy game for Deep Learning research
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WildWorldSandbox freestyle multiplayer game/engine in LÖVE/LUA.
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datascience-mashupIn this repo I will try to gather all of the projects related to data science with clean datasets and high accuracy models to solve real world problems.
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rl-medicalCommunicative Multiagent Deep Reinforcement Learning for Anatomical Landmark Detection using PyTorch.
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MP-DQNSource code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"
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MaRLEnEMachine- and Reinforcement Learning ExtensioN for (game) Engines
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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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ExplorerExplorer is a PyTorch reinforcement learning framework for exploring new ideas.
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imitation learningPyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
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FinRL PodracerCloud-native Financial Reinforcement Learning
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racing dreamerLatent Imagination Facilitates Zero-Shot Transfer in Autonomous Racing
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pokeaiDevelop ultimate AI Pokémon trainer
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TF RLEagerly Experimentable!!!
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pytorch-hdqnHierarchical-DQN in pytorch (not actively maintained)
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shellcoreShellcore Command Remastered
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FLEXSFitness landscape exploration sandbox for biological sequence design.
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LoL-Match-PredictionWin probability predictions for League of Legends matches using neural networks
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Reinforcement Learning CourseCurso de Aprendizaje por Refuerzo, de 0 a 100 con notebooks y slides muy sencillas para entenderlo todo perfectamente.
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DDPGEnd to End Mobile Robot Navigation using DDPG (Continuous Control with Deep Reinforcement Learning) based on Tensorflow + Gazebo
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Deep-Q-NetworksImplementation of Deep/Double Deep/Dueling Deep Q networks for playing Atari games using Keras and OpenAI gym
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neural-mpcNo description or website provided.
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video-game-encyclopedia474417 Games with Metacritic Score, Ratings, Genres, Publishers, Platforms, ...
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muzeroA 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.
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robustnavEvaluating pre-trained navigation agents under corruptions
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CrowdNav DSRNN[ICRA 2021] Decentralized Structural-RNN for Robot Crowd Navigation with Deep Reinforcement Learning
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AlphaNPIAdapting the AlphaZero algorithm to remove the need of execution traces to train NPI.
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code summarization publicsource code for 'Improving automatic source code summarization via deep reinforcement learning'
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dqn-lambdaNeurIPS 2019: DQN(λ) = Deep Q-Network + λ-returns.
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DeepLearningFlappyFrogFlappy Frog hack using Deep Reinforcement Learning (Deep Q-learning). 暴力膜蛤不可取。
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quake-cli-toolsCommand line tools for creating Quake content.
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minervaAn out-of-the-box GUI tool for offline deep reinforcement learning
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lunch-break-rlA small roguelike game developed live on Twitch.
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UnderflowWith underflow, create trafic light clusters that interact together to regulate circulation
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drift drlHigh-speed Autonomous Drifting with Deep Reinforcement Learning
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deep-rl-quadcopterImplementation of Deep Deterministic Policy Gradients (DDPG) to teach a Quadcopter How to Fly!
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LWDRLCLightweight deep RL Libraray for continuous control.
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semantic-guidanceCode for our CVPR-2021 paper on Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings.
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chiA high-level framework for advanced deep learning with TensorFlow
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amanuensisThe Amanuensis is an automated songwriting and recording system aimed at ridding the process of anything left-brained, so one need never leave a creative, spontaneous and improvisational state of mind, from the inception of the song until its final master. See the README for instructions and feel free to message me at soundcloud.com/to_the_sun.
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rtrlPyTorch implementation of our paper Real-Time Reinforcement Learning (NeurIPS 2019)
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DRL graph explorationAutonomous Exploration Under Uncertainty via Deep Reinforcement Learning on Graphs
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Deep-Reinforcement-Learning-CS285-PytorchSolutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework
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AutoPentest-DRLAutoPentest-DRL: Automated Penetration Testing Using Deep Reinforcement Learning
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