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Ramon Fraga Pereira's Projects

prolog-planning-library icon prolog-planning-library

Prolog is suitable enviroment for writting planners. However there is no way how to work with PDDL files so far. In this library we provide PDDL parser in Prolog. In addition we present few easy planners based on it.

prost icon prost

probabilistic planning system for tasks encoded in RDDL

pulp icon pulp

A python Linear Programming API

py2pddl icon py2pddl

Write planning task as Python classes, then translate to PDDL. Type checking included.

pybullet_robots icon pybullet_robots

Prototyping robots for PyBullet (F1/10 MIT Racecar, Sawyer, Baxter and Dobot arm, Boston Dynamics Atlas and Botlab environment)

pylqr icon pylqr

An implementation of iLQR for trajectory synthesis and control

pymapf icon pymapf

πŸ“πŸ—ΊοΈ A Python library for Multi-Agents Planning and Pathfinding (Centralized and Decentralized)

pymdp icon pymdp

A Python implementation of active inference for Markov Decision Processes

pyrddlgym icon pyrddlgym

A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.

pyrobosim icon pyrobosim

ROS 2 enabled 2D mobile robot simulator for behavior prototyping

python icon python

All Algorithms implemented in Python

python-agentspeak icon python-agentspeak

A Python-based interpreter for the agent-oriented programming language JASON

pythonpddl icon pythonpddl

This is a python PDDL parser. It is based on pddlpy [https://github.com/hfoffani/pddl-lib]

pythonpddl-1 icon pythonpddl-1

πŸ§­πŸ” A PDDL Planner in Python partially wrapping PDDL.jl using JuliaPy

pytorch_mppi icon pytorch_mppi

Model Predictive Path Integral (MPPI) with approximate dynamics implemented in pytorch

r3m icon r3m

Pre-training Reusable Representations for Robotic Manipulation Using Diverse Human Video Data

racecar_gym icon racecar_gym

A gym environment for a miniature racecar using the pybullet physics engine.

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