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David Russell's Projects

cito icon cito

A Contact-Implicit Trajectory Optimization Package

drake icon drake

Model-based design and verification for robotics.

drake_ddp icon drake_ddp

Differential Dynamic Programming and Iterative LQR in Drake

dynamic_interpolation_ilqr icon dynamic_interpolation_ilqr

Russell et al. ~ ICRA 2023 Paper: Adaptive approximation of dynamics gradients via interpolation to speed up trajectory optimisation

mujoco icon mujoco

Multi-Joint dynamics with Contact. A general purpose physics simulator.

mujoco_models icon mujoco_models

A colleciton of MuJoCo models that I have downloaded / made small changes to for my own research purposes.

mujoco_mpc icon mujoco_mpc

Real-time behaviour synthesis with MuJoCo, using Predictive Control

mujoco_realrobot_ros icon mujoco_realrobot_ros

Codebase using ROS to acquire joijnt states and objects states from a real robot environment and format them into a MuJoCo data environemtn so that the MuJoCo simulator can be used to display the current state of a robot as well as perform optimisaiton.

mujocolib icon mujocolib

Just reformatting the latest mujoco download so that the include files just refence their internal folder wiothout specifying mujoco directory first.

runescape_ge_gui icon runescape_ge_gui

Personal repository that will have a nice GUI to track the price changes of desired items automatically and give nice information to the user.

to_keypoints_gui icon to_keypoints_gui

Testing dynamic interpolation methods for different tasks over the A and B matrices used in iLQR. Different tasks include, pendulum, reaching of a 7 DOF arm, and pushing a cylinder with a 7 DOF arm. Interpolation methods include, linear interpolation, quadratic interpolation, neural network interpolation and dynamic linear interpolation.

trajoptkp icon trajoptkp

Gradient-based trajectory optimisation toolbox that speeds up trajectory optimisation by only computing dynamics derivatives at key-points with finite-differencing. Remainder of derivatives are approximated via interpolation.

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