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Muhammmad kazim's Projects

ra-lpv icon ra-lpv

Robust adaptive control of LPV systems

rarnop19 icon rarnop19

MIT 16.S498: Risk Aware and Robust Nonlinear Planning

redtail icon redtail

Perception and AI components for autonomous mobile robotics.

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 icon reinforcement_learning

Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.

reinforcement_learning_racing_quad icon reinforcement_learning_racing_quad

This repository is an implmentation of a reinforcement algorithm which can teach itself to pass throuhg gates. The implmentation uses python, keras and the flightgoggles simulation environment.

rflyexpcode icon rflyexpcode

Multicopter Design and Control Experiments based on MATLAB and PixHawk

rhem_planner icon rhem_planner

Uncertainty-aware Receding Horizon Exploration and Mapping Planner

riseq_uav icon riseq_uav

Autonomous navigation algorithms developed by SKKU RISE Laboratory Quadrotor Team

risk-sensitive-rl icon risk-sensitive-rl

Adaptive Risk Tendency Implicit Quantile Network for Drone Navigation under Partial Observability.

rl-adventure-2 icon rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

rl_quadcopter_2 icon rl_quadcopter_2

Reinforcement learning agent to control rotor speed to accomplish basic flight tasks.

rlkit icon rlkit

Collection of reinforcement learning algorithms

rlzoo icon rlzoo

A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀

rmpc_mav icon rmpc_mav

Robust Model Predictive Control for Micro Aerial Vehicles

roboticslanguage icon roboticslanguage

The Robotics Language is an open compiler where users can develop languages to generate ROS code

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