machineagency / rhinomatic

Generate a Rhino file that matches a target input mesh

rhinomatic

Generate a Rhino file that matches a target input mesh.

Final project for CSE 542 - Reinforcement Learning.

Instructions

1. Navigate to 2d
2. First generate training data by running python environment.py
3. In es_approach, run python generator.py. In dqn_approach, run player.py.

Background literature

• Ellis et al. "Write, Execute, Assess: Program Synthesis with a REPL". 2019.
• Ellis et al. "Learning to Infer Graphics Programs from Hand-Drawn Images". 2017.
• Lin et al. "Modeling 3D Shapes by Reinforcement Learning". 2019..