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Glen Berseth's Projects

csrankings icon csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

dads icon dads

Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined with model-based control.

dgpdec icon dgpdec

Geometry Processing with Discrete Exterior Calculus

gmps icon gmps

Guided-Meta Policy Search

metaworld icon metaworld

An open source robotics benchmark for meta- and multi-task reinforcement learning

mobilemanipulation-tf2 icon mobilemanipulation-tf2

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

motion_imitation icon motion_imitation

Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"

oyster icon oyster

Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)

pattern icon pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

promp icon promp

ProMP: Proximal Meta-Policy Search

pytest-xdist icon pytest-xdist

pytest plugin for distributed testing and loop-on-failures testing modes.

pythoncppwrapping icon pythoncppwrapping

This a project to show how to handle some of the more complex issues in Python when wrapping a C++ library

rl-tutorials icon rl-tutorials

Code examples that illustrate simple Reinforcement Learning algorithms

rlkit icon rlkit

Collection of reinforcement learning algorithms

rrtstar icon rrtstar

A fork of rrtstar from http://sertac.scripts.mit.edu/rrtstar/software/, modified to perform depth limited search around a obstacle course.

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

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