Explore projects

Codebase for Prasad et al. "MILD: Multimodal Interactive Latent Dynamics for Learning Human-Robot Interaction", Humanoids 2022

Basic library with some PID implementations

Dimensionality Reduction and Prioritized Exploration for Policy Search - AISTATS 2022

Pytorch Implementation of Bütepage et al. (2020) "Imitating by generating: Deep generative models for imitation of interactive tasks." Frontiers in Robotics and AI.

Fork of pytorch_kinematics (https://github.com/UM-ARM-Lab/pytorch_kinematics). Has parallelized GPU based implementation for forward kinematics, jacobian calculation etc.

Orientation Attentive Robot Grasp Synthesis

Model Predictive Actor-Critic Reinforcement Learning

Sharework WP2.5 & WP 3.4

Simulators and real robot control interfaces for Quanser platforms

Source code for the Copy and FrozenLake experiments of the paper "Generalized Mean Estimation in Monte-Carlo Tree Search"

Repository for the experiment launcher class. With this class is possible to run multiple experiments using SLURM or Joblib, with minimal effort.