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ARIA Systems Group's Projects

cautiousengine.jl icon cautiousengine.jl

Julia package supporting my research endeavors in verification and synthesis.

chance-constrained-k-cbs icon chance-constrained-k-cbs

Kinodynamic-CBS (K-CBS) is a decentralized motion planning algorithm capable of solving complex multi-agent motion planning queries for agent with complex, possibly unique, kinodynamic constraints.

congestion-mapf icon congestion-mapf

Congestion MAPF is a new project of ours where instead of minimizing common cost metrics such as SOC, or makespan, we want to minimize the "congestion" of the plan.

dfasat icon dfasat

*Fork* flexfringe is a tool for learning finite state machines, also known as deterministic finite automata. It brings common merge heuristics such as alergia, EDSM, likelihood-ratio, and others, but also offers a flexible interface to easily add custom merge heuristics. It is based on Sicco Verwer's implementation of a state-merger in C++ called dfasat.

k-cbs-demos icon k-cbs-demos

Demonstrations of our Kinodynamic Conflict-Based Search algorithm that are too involved to be included in OMPL.

mapf-pc icon mapf-pc

Forked version of the original MAPF-PC repository to be used for Efficient LTL + MAPF Planning.

multi-robot-ompl icon multi-robot-ompl

Our implementation of Kinodynamic Conflict Based Search (K-CBS) inside the The Open Motion Planning Library (OMPL)

neuralnetcontrolbarrier icon neuralnetcontrolbarrier

We introduce a method of safety certification and control for Neural Network Dynamic Models (NNDMs) via stochastic barrier functions.

pddltosim icon pddltosim

Source code for abstraction construction from PDDL, strategy synthesis, and visualization using Pybullet

wombats icon wombats

The wombats grammatical inference library.

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