no code implementations • 25 Sep 2019 • Biao Jia, Jonathan Brandt, Radomir Mech, Ning Xu, Byungmoon Kim, Dinesh Manocha
We present a novel approach to train a natural media painting using reinforcement learning.
no code implementations • 17 Jun 2019 • Biao Jia, Jonathan Brandt, Radomir Mech, Byungmoon Kim, Dinesh Manocha
We present a novel reinforcement learning-based natural media painting algorithm.
no code implementations • 3 Apr 2019 • Biao Jia, Chen Fang, Jonathan Brandt, Byungmoon Kim, Dinesh Manocha
Action selection is guided by a given reference image, which the agent attempts to replicate subject to the limitations of the action space and the agent's learned policy.
no code implementations • 8 Jul 2017 • Jae Sung Park, Biao Jia, Mohit Bansal, Dinesh Manocha
We generate a factor graph from natural language instructions called the Dynamic Grounding Graph (DGG), which takes latent parameters into account.
Robotics