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Alex LaGrassa's Projects

actionlib icon actionlib

Provides a standardized interface for interfacing with preemptable tasks. Examples of this include moving the base to a target location, performing a laser scan and returning the resulting point cloud, detecting the handle of a door, etc.

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cmax icon cmax

Planning and Execution using Inaccurate Models with Provable Guarantees

dmp icon dmp

This ROS package is a general, robot-agnostic implementation of dynamic movement primitives (DMPs).

due icon due

Code for "On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty".

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

handful-of-trials icon handful-of-trials

Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

liquid_light icon liquid_light

A way to control a liquid light display based on the volumes of inputted sounds.

model-preconditions icon model-preconditions

Code accompanying the paper "Learning Model Preconditions for Planning with Multiple Models"

models icon models

Models and examples built with TensorFlow

mpc_mdp icon mpc_mdp

solving markov decision processes model predictive control

music21 icon music21

music21 is a Toolkit for Computational Musicology

music21j icon music21j

Javascript port of music21 -- Toolkit for Computational Musicology

naf-tensorflow icon naf-tensorflow

"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow

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