Awesome RoboticsA curated list of awesome links and software libraries that are useful for robots.
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Ros2learnROS 2 enabled Machine Learning algorithms
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GymfcA universal flight control tuning framework
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Pytorch RlThis repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
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RavensTrain robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.
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CausalworldCausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
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Awesome Real World RlGreat resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
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Gym MiniworldSimple 3D interior simulator for RL & robotics research
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Robosuiterobosuite: A Modular Simulation Framework and Benchmark for Robot Learning
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Dl Nlp ReadingsMy Reading Lists of Deep Learning and Natural Language Processing
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MjrlReinforcement learning algorithms for MuJoCo tasks
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EvostraA fast Evolution Strategy implementation in Python
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Bullet3Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
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SafeoptSafe Bayesian Optimization
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Holodeck EngineHigh Fidelity Simulator for Reinforcement Learning and Robotics Research.
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Rl Baselines3 ZooA collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.
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Gym Pybullet DronesPyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
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Reward Learning Rl[RSS 2019] End-to-End Robotic Reinforcement Learning without Reward Engineering
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Gym Gazebo2gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
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HolodeckHigh Fidelity Simulator for Reinforcement Learning and Robotics Research.
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GpsGuided Policy Search
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Gym IgnitionFramework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo
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Rex GymOpenAI Gym environments for an open-source quadruped robot (SpotMicro)
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Stable Baselines3PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
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Open QuadrupedAn open-source 3D-printed quadrupedal robot. Intuitive gait generation through 12-DOF Bezier Curves. Full 6-axis body pose manipulation. Custom 3DOF Leg Inverse Kinematics Model accounting for offsets.
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Hand dapgRepository to accompany RSS 2018 paper on dexterous hand manipulation
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DreamerDream to Control: Learning Behaviors by Latent Imagination
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Dreamerv2Mastering Atari with Discrete World Models
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Gym DartOpenAI Gym environments using DART
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Habitat LabA modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.
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Gym FxForex 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
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Robotics Rl SrlS-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
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ToycarirlImplementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinforcement Learning Abbeel & Ng, 2004)
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GibsonenvGibson Environments: Real-World Perception for Embodied Agents
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Gym PandaAn OpenAI Gym Env for Panda
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Batch PpoEfficient Batched Reinforcement Learning in TensorFlow
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GymSeoul AI Gym is a toolkit for developing AI algorithms.
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Left ShiftUsing deep reinforcement learning to tackle the game 2048.
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World Models Sonic PytorchAttempt at reinforcement learning with curiosity for Sonic the Hedgehog games. Number 149 on OpenAI retro contest leaderboard, but more work needed
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Awesome Ai In Finance🔬 A curated list of awesome machine learning strategies & tools in financial market.
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Vowpal wabbitVowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
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DoyouevenlearnEssential Guide to keep up with AI/ML/DL/CV
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Deepqlearning.jlImplementation of the Deep Q-learning algorithm to solve MDPs
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Romo Ios SdkRomo SDK supporting up to iOS 14!
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AcisActor-Critic Instance Segmentation (CVPR 2019)
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Rbdl OrbRBDL - Rigid Body Dynamics Library - ORB Version - The two main differences to the original rbdl is that this version has error handling and uses polymorphism for constraints
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Pytorch A3cPyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
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