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tnferreira's Projects

.codebits icon .codebits

:books: List of resources for Algorithms and Data Structures in Python & other CS topics @2017

adaptive_swarm icon adaptive_swarm

Multiple robots layered path planning algorithm implemented as a ROS node to control a swarm of nano quadrotors, Crazyflies 2.X, with real-time obstacle avoidance.

algorithms icon algorithms

This is a continuously updating list of some of the most essential algorithms implemented in pseudocode, C++, Python and Java.

awesome-object-detection icon awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

geneticalgorithm2 icon geneticalgorithm2

Supported highly optimized and flexible genetic algorithm package for python3.8+

gym-formation icon gym-formation

multi-agent formation control environment implemented with MPE.

jsoncrack.com icon jsoncrack.com

🔮 Seamlessly visualize your JSON data instantly into graphs; paste, import or fetch!

reinforcement_learning_tutorial_with_demo icon reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

ros_motion_planning icon ros_motion_planning

Motion planning and Navigation of AGV/AMR:ROS planner plugin implementation of A*, JPS, D*, LPA*, D* Lite, Theta*, RRT, RRT*, RRT-Connect, Informed RRT*, ACO, PSO, Voronoi, PID, LQR, MPC, DWA, APF, Pure Pursuit etc.

shaped-swarm icon shaped-swarm

Swarm Formation from Hand-Drawn Patterns using Signed Distance Fields

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