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Learning and Intelligent Systems's Projects

atlasnet icon atlasnet

This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

behavior icon behavior

Code to evaluate a solution in the BEHAVIOR benchmark: starter code, baselines, submodules to iGibson and BDDL repos

glib-aaai-2021 icon glib-aaai-2021

Code for GLIB: Efficient Exploration for Relational Model-Based Reinforcement Learning via Goal-Literal Babbling. AAAI 2021.

igibson icon igibson

A Simulation Environment to train Robots in Large Realistic Interactive Scenes

kitchen-worlds icon kitchen-worlds

A library of long-horizon Task-and-Motion-Planning (TAMP) problems in kitchen and household scenes, as well as planners to solve them

lis-spot-utils icon lis-spot-utils

A number of helpful utilities for doing cool things with the Boston Dynamics Spot Robot!

lisdf icon lisdf

A repository for a universal I/O spec for TAMP, along with scripts to convert from popular specs to our spec

open-world-tamp icon open-world-tamp

A framework for integrated task and motion planning from perception

pddlstream icon pddlstream

PDDLStream: Integrating Symbolic Planners and Blackbox Samplers

predicators icon predicators

Learning for effective and efficient bilevel planning

predicators_behavior icon predicators_behavior

Learning for effective and efficient bilevel planning; integrated with BEHAVIOR and iGibson

predicators_behavior_legacy icon predicators_behavior_legacy

Learning for effective and efficient bilevel planning; integrated with the iGibson simulator and BEHAVIOR benchmark!

stacking icon stacking

Active Learning of Abstract Plan Feasibility

wiki icon wiki

Public wiki for the Human-Centered Robotics Lab.

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