USC RESL (uscresl)

USC RESL

uscresl

Geek Repo

Robotic Embedded Systems Laboratory at USC

Home Page:http://robotics.usc.edu/resl

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USC RESL's repositories

dmfd

Learning Deformable Object Manipulation from Expert Demonstrations (RA-L, IROS 2022)

humanoid-gail

Humanoid behavior imitation using Generative Adversarial Imitation Learning (GAIL)

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prob-diff-sim

Probabilistic Inference of Simulation Parameters via Parallel Differentiable Simulation

mail

Morphological Adaption in Imitation Learning (MAIL)

awesome-intuitive-physics

A curated list of awesome intuitive physics resources

human_auv_pp_pilot

Human-AUV path planning pilot. Initial test to see how well humans can plan waypoints for modeling a field, while given similar information as the robot.

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crazyswarm

A Large Quadcopter Swarm

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ServerPingBot

Monitors server ping response and sends Slack notifications if they go down

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stabilized-rl

On-policy RL stabilized with KL-loss

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aima-julia

Julia implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

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bibtex-db

JavaScript front-end to a BibTex database

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bibtex2md

Parse bibtex files into markdown

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dart

dense articulated real-time tracking

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gh-actions-ros-test

testing flakiness of 'install-ros' github action.

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gtsam

GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networks as the underlying computing paradigm rather than sparse matrices.

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iterated-policy-transfer

Code for "Multi-Task Learning via Iterated Single-Task Transfer"

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julia_motion_planning

Julia imprementation of (differential) Fast Marching Tree

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mcmc

A C++ library of Markov Chain Monte Carlo (MCMC) methods

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mpc.pytorch

A fast and differentiable model predictive control (MPC) solver for PyTorch.

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PandaRobot.jl

URDF and meshes for the Franka Emika Panda robot

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POMCP

Implementation of Partially Observable Monte Carlo Planning Algorithm

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sac

Soft Actor-Critic

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stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

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uscresl.github.io

Lab github page

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