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Panagiotis Tsiotras's Projects

advanced-planning-using-rl icon advanced-planning-using-rl

Implements the algorithm introduced in the paper "Advanced Planning for Autonomous Vehicles using Reinforcement Learning and Deep Inverse Reinforcement Learning" published in Robotics and Autonomous Systems, Vol. 114, pp. 1-18, 2019

barc icon barc

Main branch for BARC related code

colpa icon colpa

Class Ordered A* and Class Ordered LPA* code

deepsdp icon deepsdp

Safety Verification and Robustness Analysis of Neural Networks via Quadratic Constraints and Semidefinite Programming.

drrt_ompl icon drrt_ompl

The Open Motion Planning Library (OMPL), mirror of:

ibbt icon ibbt

Informed Batch Belief Tree (IBBT)

les icon les

LES: Locally Exploitative Sampling for Robot Path Planning

mams-astar icon mams-astar

Multi-Resolution Multi-Agent A* Algorithm (ICRA 2020)

meganet.m icon meganet.m

A fresh approach to deep learning written in MATLAB

pymarl icon pymarl

Python Multi-Agent Reinforcement Learning framework

tie icon tie

Time Informed Exploration code

wavecellplan icon wavecellplan

Multiresolution Motion Planning for Autonomous Agents via Wavelet-Based Cell Decompositions

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