Awesome Real World RlGreat resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
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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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Hand dapgRepository to accompany RSS 2018 paper on dexterous hand manipulation
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LearningbycheatingDriving in CARLA using waypoint prediction and two-stage imitation learning
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MilCode for "One-Shot Visual Imitation Learning via Meta-Learning"
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gearCollision Avoidance Path Planning in Rust-lang
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igvc-softwareThe code base for the RoboNav team's IGVC robot.
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neat[ICCV'21] NEAT: Neural Attention Fields for End-to-End Autonomous Driving
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Awesome Weekly RoboticsA list of projects that were or will be featured in Weekly Robotics newsletter
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DronaDrona is a programming framework for building safe robotics systems
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DI-driveOpenDILab Auto-driving platform
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StuyLibAward-Winning FRC Library by StuyPulse Team 694
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nn robustness analysisPython tools for analyzing the robustness properties of neural networks (NNs) from MIT ACL
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EL6483 EmbeddedSystemsAll course materials, build systems, etc. for the graduate Real-Time Embedded Systems Course, Spring 2017
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fmi adapterIntegrating functional mock-up units (FMUs) in ROS nodes
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ndt localizerThis robot lcoalisation package for lidar-map based localisation using multi-sensor state estimation.
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DreamerDream to Control: Learning Behaviors by Latent Imagination
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trajoptTrajectory optimization algorithms for robotic control.
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kinpySimple kinematics calculation toolkit for robotics
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TORA.jlTrajectory Optimization for Robot Arms
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CLF reactive planning systemThis package provides a CLF-based reactive planning system, described in paper: Efficient Anytime CLF Reactive Planning System for a Bipedal Robot on Undulating Terrain. The reactive planning system consists of a 5-Hz planning thread to guide a robot to a distant goal and a 300-Hz Control-Lyapunov-Function-based (CLF-based) reactive thread to co…
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erdosDataflow system for building self-driving car and robotics applications.
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MeshCatMechanisms.jl3D Visualization of mechanisms and URDFs using MeshCat.jl and RigidBodyDynamics.jl
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baddy-makers-editionThe place for the BADDY community to: get all you need (dxf plans, code etc.) to make and build your own BADDY share issues... and fixes! create stunning new features
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RobotBuilderGenerate C++ or Java FRC programs
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sparse-scene-flowThis repo contains C++ code for sparse scene flow method.
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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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robotic-graspingAntipodal Robotic Grasping using GR-ConvNet. IROS 2020.
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ROS Basic SLAMBUILDING AN AUTOMATIC VEHICLE BASED ON STEREO CAMERA
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bio ikMoveIt kinematics_base plugin based on particle optimization & GA
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BonnetBonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics.
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robotic-warehouseMulti-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment
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AVO2Reciprocal Collision Avoidance with Acceleration-Velocity Obstacles (C++)
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FusionADAn open source autonomous driving stack by San Jose State University Autonomous Driving Team
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Topprarobotic motion planning library
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l2rOpen-source reinforcement learning environment for autonomous racing.
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GalateaProject Galatea lays the foundation for an open-source & open-hardware humanoid robot with an emphasis on assistance and companionship.
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braccio-ik-unityBraccio robotic arm simulator with IK (inverse kinematics) and controller via Serial in Unity.
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rapcoresRobotic Application Processor
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RAWSim-OA simulation framework for Robotic Mobile Fulfillment Systems
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grasp multiObjectRobotic grasp dataset for multi-object multi-grasp evaluation with RGB-D data. This dataset is annotated using the same protocal as Cornell Dataset, and can be used as multi-object extension of Cornell Dataset.
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hgailgail, infogail, hierarchical gail implementations
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pytorchrlDeep Reinforcement Learning algorithms implemented in PyTorch
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braxMassively parallel rigidbody physics simulation on accelerator hardware.
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Rvo2Optimal Reciprocal Collision Avoidance (C++)
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MuJoCo RL UR5A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.
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vrep-api-pythonSimple for use Python binding for Coppelia Robotics V-REP simulator (remote API)
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SelfImitationDiverseTensorflow code for "Learning Self-Imitating Diverse Policies" (ICLR 2019)
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ROS-GPSGPS Localization with ROS, OSM and rviz
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rosbots setup toolsSet up ROS, OpenCV and other ROSbots modules for your ROBbots robot
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eva python sdkPython 3 SDK for interacting with the Eva robot arm
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trac ikROS 2 port of `trac_ik`, an alternative Inverse Kinematics solver to the popular inverse Jacobian methods in KDL.
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TinymovrCompact brushless motor controller with integrated absolute encoder and CAN Bus.
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