Shared August 10, 2018
This is the third installment of the 3DeepLearner 2018 SIGGRAPH Series where I cover the most interesting deep learning papers (according to our audience) in a short video format.
This video covers DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills by Peng et al.
Link to the paper: https://xbpeng.github.io/projects/Dee...
Links mentioned in the video:
51" Previous video on the MANN model - https://www.youtube.com/watch?v=55MBK...
7'33" Simplified sample implementation in Maya - https://3deeplearner.com/teaching-a-b...
3DeepLearner SIGGRAPH Series - Part 01 - FDDA
Unreal Engine User Group at SIGGRAPH 2019
Advances In Real-Time Voxel-Based GI
Reinforcement Learning for Engineers, Part 4: The Walking Robot Problem
Technical Papers Fast Forward
David Brodeur @ SIGGRAPH 2019 | Maxon Cinema 4D
Stable Neo-Hookean Flesh Simulation (SIGGRAPH 2018)
1177 BC: The Year Civilization Collapsed (Eric Cline, PhD)
Procedural voronoi foams for additive manufacturing (SIGGRAPH 2016)
Normal Map Generator with a CNN
Imitation Learning Tutorial ICML 2018
SIGGRAPH Asia 2018: Skills from Videos paper (main video)
Substance day at SIGGRAPH: Keynote and Substance Alchemist demo
[SIGGRAPH 2018] Toward Wave-based Sound Synthesis for Computer Animation
SIGGRAPH 2017: DeepLoco paper (main video)
Learning Body Shape Variation in Physics-based Characters (SIGGRAPH Asia 2019)
Fusion4D: Real-time Performance Capture of Challenging Scenes