lagrassa
CMU graduate student studying robotics. My main interests are motion planning, bayesian optimization, and reinforcement learning.
Pinned Repositories
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.
apriltags-cpp
AprilTags C++ library
CMU-AI-Mentoring
freedomsquares
mpc_mdp
solving markov decision processes model predictive control
music21j
Javascript port of music21 -- Toolkit for Computational Musicology
pybullet-arm-course-public
Interactive lab course intended to teach basic programming principles using simulated robot arms
rl-erase
Reinforcement learning primitive skills learning
lagrassa's Repositories
lagrassa/pybullet-arm-course-public
Interactive lab course intended to teach basic programming principles using simulated robot arms
lagrassa/mpc_mdp
solving markov decision processes model predictive control
lagrassa/CMU-AI-Mentoring
lagrassa/rl-erase
Reinforcement learning primitive skills learning
lagrassa/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.
lagrassa/apriltags-cpp
AprilTags C++ library
lagrassa/granular-planning
lagrassa/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
lagrassa/cma-agent
Train RL agents with CMA-ES
lagrassa/CMAX
Planning and Execution using Inaccurate Models with Provable Guarantees
lagrassa/DUE
Code for "On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty".
lagrassa/gym
A toolkit for developing and comparing reinforcement learning algorithms.
lagrassa/handful-of-trials
Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
lagrassa/hindsight-experience-reinterpretation
Joke repository
lagrassa/intro-search-lab
lagrassa/lagrassa.github.io
Personal website
lagrassa/learn_prim_skills
lagrassa/mdp-toolkit
MDP code
lagrassa/mentorship-matching
Algorithm for running mentoring program matching algorithm
lagrassa/model-preconditions
Code accompanying the paper "Learning Model Preconditions for Planning with Multiple Models"
lagrassa/NAF-tensorflow
"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow
lagrassa/ocrl_hw2
lagrassa/planorparam
lagrassa/pydmps
lagrassa/ray
A system for parallel and distributed Python that unifies the ML ecosystem.
lagrassa/rl_plot
Plotting utilities geared towards RL, though can be used anywhere.
lagrassa/ros_control
Generic and simple controls framework for ROS
lagrassa/sfa_tutorial
SFA tutorial for 7/12 LIS meeting. I don't intend to make it standalone. There is no explanation of the math in the repo.
lagrassa/softgym
SoftGym is a set of benchmark environments for deformable object manipulation.
lagrassa/sr_interface
Shadow Robot Interface packages