Optimizing Crop Management with Reinforcement Learning and Imitation Learning

20 September 2022

Papers citing "Optimizing Crop Management with Reinforcement Learning and Imitation Learning"

5 / 5 papers shown

Title
gym-DSSAT: a crop model turned into a Reinforcement Learning environment Romain Gautron Emilio J. Padrón Philippe Preux Julien Bigot Odalric-Ambrym Maillard David Emukpere OffRL 6 24 0 07 Jul 2022
Optimizing Nitrogen Management with Deep Reinforcement Learning and Crop Simulations Jing Wu Ran Tao Pan Zhao N. F. Martin N. Hovakimyan OffRL 33 45 0 21 Apr 2022
Solving Rubik's Cube with a Robot Hand OpenAI Ilge Akkaya Marcin Andrychowicz Maciek Chociej Ma-teusz Litwin ... Peter Welinder Lilian Weng Qiming Yuan Wojciech Zaremba Lei Zhang ODL 53 1,215 0 16 Oct 2019
Deep Drone Racing: Learning Agile Flight in Dynamic Environments Elia Kaufmann Antonio Loquercio René Ranftl Alexey Dosovitskiy V. Koltun Davide Scaramuzza 34 135 0 22 Jun 2018
Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World Joshua Tobin Rachel Fong Alex Ray Jonas Schneider Wojciech Zaremba Pieter Abbeel 92 2,948 0 20 Mar 2017