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CooperXing's Projects

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement_learning_algorithms icon reinforcement_learning_algorithms

This Repository Contains Most of Classic Deep Reinforcement Learning Algorithms, including - DQN, DDPG, A3C, PPO. (More algorithms are still in progress)

rl icon rl

Reinforcement learning in python

rl-demos icon rl-demos

Repository containing code I have written for learning and experiment with various RL algorithms

sbpl icon sbpl

Search-Based Planning Library

self-driving-car icon self-driving-car

A self-driving model car with PyTorch implementations of reinforcement learning algorithms.

slam-application icon slam-application

(3D): LeGO-LOAM, LIO-SAM, LVI-SAM, FAST-LIO2 application and comparison on Gazebo and real-world datasets. Installation and config files are provided.

solo icon solo

SOLO: Segmenting Objects by Locations https://arxiv.org/abs/1912.04488

steering-mpc icon steering-mpc

Steering RC Car Model using MPC, compensating for drift dynamics.

tensorflow-yolov3 icon tensorflow-yolov3

🔥 pure tensorflow Implement of YOLOv3 with support to train your own dataset

toycarirl icon toycarirl

Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinforcement Learning Abbeel & Ng, 2004)

vehicle-drift icon vehicle-drift

Implementation of Hindiyeh 2014, "A Controller Framework for Autonomous Drifting: Design, Stability, and Experimental Validation"

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