Hi, I am Mitchell Foo. I work at the intersection of deep learning, computer vision, game development, VR, and 3D Design. Welcome to my page of recent projects.

Latent evaluative methods for comparing RL agent variants given open-ended objectives. 

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reinforcement learning, data visualization, machine learning

VR 3D-Pong, where player competes against AIs trained with reinforcement learning.

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reinforcement learning, virtual reality, game development, 3D design

Using highway-env, a series of reinforcement learning algorithm and tuning experiments.

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reinforcement learning, machine learning

A collection of parametrically designed 3D animations for VR experiences.

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virtual reality, game development, 3D design, animation, generative design

VR co-creation environment with RL trained agents that design with you on a given 3D design.

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reinforcement learning, virtual reality, generative design, HCI

Traversing latent and geographic space of a VAE's latent embeddings.

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machine learning, data visualization, game development, generative design

A VR dart-tossing game turned city-destroyer. Navigate and hit targets from an alien ship!

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virtual reality, game development, 3D design

Prototype for an interactive blinds installation controlled using vision-based hand-tracking.

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generative design, computer graphics, 3D design

Implementation of fast real-time style transfer in VR with stereo-specific losses.

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image synthesis, virtual reality, machine learning, computer vision

Stacking-puzzle reinforcement learning environment for finding dense block configurations.

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reinforcement learning, game development, generative design

Prototype for an interactive blinds installation controlled using vision-based hand-tracking.

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computer vision, arduino, 3D design, digital fabrication

Experiments with using vision-based object detection as a controller for game interaction.

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computer vision, game development