Model Predictive Path Integral (MPPI) with approximate dynamics implemented in pytorch
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Apr 24, 2024 - Python
Model Predictive Path Integral (MPPI) with approximate dynamics implemented in pytorch
[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning
EV-EcoSim: A grid-aware co-simulation platform for the design and optimization of EV Charging Infrastructure. Link to publication: https://doi.org/10.1109/TSG.2023.3339374
PymePix is a Python library that provides control and acquisition for the Timepix3-SPIDR hardware. The rich set of data-structures and intuitive routines reduces time and coding effort to quickly configure, acquire, and visualize data from Timepix3. The highly extensible high-performance data-pipeline allows for alteration of the Timepix3 datast…
Differential Dynamic Programming python implementation for a cartpole system
Fixed-Wing Aircraft Nonlinear Guidance System
Udacity Flying Car Nanodegree
Pole Balancer is a Python program that uses reinforcement learning (RL) to automatically design a policy for the classic controls problem of a cart balancing a pole. Through Markov decision processes framework, we can perform reinforcement learning without having any explicit knowledge of the physics of the underlying system, in our case, the po…
For research into the application of Koopman operators at Boston University.
Power-efficient, 1100°C Capable Electric Furnace with Bespoke PID Controller
Simulator of a Two Wheeled Inverted Pendulum Dynamics and Controllers
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