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João Carvalho's Projects

diffuser icon diffuser

Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"

diffusion_policy icon diffusion_policy

[RSS 2023] Diffusion Policy Visuomotor Policy Learning via Action Diffusion

dqn icon dqn

Basic implementation of Deep Q-Network

energybased_stable_rl icon energybased_stable_rl

Code for the paper Learning Deep Energy Shaping Policies for Stability-Guaranteed Manipulation, IEEE RA-L, 2021

expectedinformationmaximization icon expectedinformationmaximization

Code corresponding to "Expected Information Maximization: Using the I-Projection for Mixture Density Estimation", published at ICLR 2020

ibc icon ibc

A PyTorch implementation of Implicit Behavioral Cloning by Florence et al.

iros20-6d-pose-tracking icon iros20-6d-pose-tracking

[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains

learning_distribution_gan icon learning_distribution_gan

Repository for the paper "Generative Adversarial Network to Learn Valid Distributions of Robot Configurations for Inverse Kinematics and Constrained Motion Planning"

mjrl icon mjrl

Reinforcement learning algorithms for MuJoCo tasks

mopo icon mopo

Code for MOPO: Model-based Offline Policy Optimization

nopg icon nopg

Nonparametric Off-Policy Policy Gradient

normflow_policy icon normflow_policy

Code for the paper Learning Stable Normalizing-Flow Control for Robotic Manipulation, IEEE ICRA, 2021

panda-gym icon panda-gym

OpenaAI Gym Franka Emika Panda robot environment based on PyBullet.

pyb_utils icon pyb_utils

Simple utilities for PyBullet, including collision detection, ghost (i.e. visual-only) objects, and cameras.

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