etarakci-hvl's repositories

path_planning

Quadcopter path planning using RRT* and minimum jerk trajectory generation

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DQN_pytorch

Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch

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d-star-lite

Python implementation of D* Lite with interactive visualizer for grid path-planning example

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quadrotor

Quadrotor control, path planning and trajectory optimization

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traffic-light-recognition-playground

Traffic lights detection and classification play ground

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batch-informed-trees

A fork of The Open Motion Planning Library (OMPL) to include Batch Informed Trees (BIT*)

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Atari

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

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RealTimePathPlanning

Sampling based rewiring approaches to solve motion planning problems for a robot with dynamic obstacles

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deep-learning-models

Keras code and weights files for popular deep learning models.

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rapidly-exploring-random-trees

Python implementation of the Rapidly Exploring Random Trees path planning algorithm.

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fast-rrt-star

Vanilla implementation of Rapidly Exploring Random Tree (RRT), Rapidly Exploring Random Graph (RRG) and Rapidly Exploring Random Tree* (RRT*)

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rrt-star-dubins-sim

Simulation of RRT* algorithms with and without Dubins Nonholonomic Robot steering.

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fold

Deep learning with dynamic computation graphs in TensorFlow

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TensorFlow-Tutorials-for-Time-Series

TensorFlow Tutorial for Time Series Prediction

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TrajectoryPlanner

ROS - based trajectory planning for robot on OccupancyGrid

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Obstacle-Detection-and-Path-Planning

Processing an Image to find obstacles and the minimum path between two similar objects using OpenCV.

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Self-Driving-Car-Vehicle-Detection

Self Driving Car Vehicle Detection

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minimum_snap_trajectory_generation

easy sample code for minimum snap trajectory planning in MATLAB

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evolutionary-computation-course

Jupyter/IPython notebooks about evolutionary computation.

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Multilabel-timeseries-classification-with-LSTM

Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.

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ssd_tensorflow_traffic_sign_detection

Implementation of Single Shot MultiBox Detector in TensorFlow, to detect and classify traffic signs

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DQN_DDQN_Dueling_and_DDPG_Tensorflow

Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient (DDPG)

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Self-Driving-Car-Behavioral-Cloning

self-driving-car-behavioral-cloning

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Nvidia-Autopilot-Keras

Keras Implementation of End to End Learning for Self-Driving Cars by (Baris Kayalibay, Grady Jensen, Patrick van der Smagt)

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Traffic-Sign-Recognition-with-Deep-Learning-CNN

Traffic Sign Recognition with Deep Learning CNN

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path-smoothing-ros

A cubic spline interpolator for path smoothing. Compatible with ROS.

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irl_rocks

Cool Inverse Reinforcement Learning Papers

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dqn-obstacle-avoidance

Deep Reinforcement Learning for Fixed-Wing Flight Control with Deep Q-Network

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rmp

Robot Motion Planning Algorithms

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