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Interactive Robotics Lab's Projects

denkf icon denkf

Codebase for paper "Enhancing State Estimation in Robots: A Data-Driven Approach with Differentiable Ensemble Kalman Filters", IROS 2023

gail icon gail

Code for the paper "Generative Adversarial Imitation Learning"

ibc icon ibc

Official implementation of Implicit Behavioral Cloning, as described in our CoRL 2021 paper, see more at https://implicitbc.github.io/

modattn icon modattn

Codebase for CoRL 2022 paper "Modularity through Attention: Efficient Training and Transfer of Language-Conditioned Policies for Robot Manipulation"

mujoco-py icon mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

soft_robot_denkf icon soft_robot_denkf

The codebase for the paper "Learning Soft Robot Dynamics using Differentiable Kalman Filters and Spatio-Temporal Embeddings", IROS 2023

theano icon theano

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as aesara: www.github.com/pymc-devs/aesara

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