Past Work
Metadrive
Reinforcement Learning to Drive a Car
Date: Mar 2023 to Jun 2023
In 2023, AI Safety at UCLA members trained a Reinforcement Learning agent to drive a car using the Metadrive driving simulator.
We worked in conjunction with Prof. Bolei Zhou’s lab to develop these tutorials.
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Alpha Zero Connect4
We ran a tournament to design AI algorithms that played Connect4.
Date: Mar 2023 to Jun 2023
In 2023, we ran a tournament to design AI algorithms that played Connect4. An implementation of Deepmind’s AlphaZero algorithm was the winner!
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OmegaSUS
Building an Among Us Bot using Reinforcement Learning
Date: Mar 2023 to Jun 2023
In this work, we simulate the popular online multi-player game ‘Among Us’. Inspired by works like CICERO, we use multiple models to tackle different parts of a full game.
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Neural Cellular Automata
Growing a Moyai from a single pixel.
Date: Mar 2023 to Jun 2023
This project, created by one of our members, implements a neural network cellular automaton as described in this paper. It’s able to grow a 🗿 from scratch.
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Critica
Test your critical reading skills by trying to distinguish between GPT3 completed text and the real thing
Date: Mar 2022 to Jun 2022
Oftentimes, when we skim an article, we fail to engage with the actual point of the text, simply reading the words without really understanding them. GPT3 is a large language model that is notorious for this as well. It has no “real” understanding of anything, but is an expert at writing plausible sounding continuations of any text.
Critica forces the reader to discriminate between 3 AI generated distractors and 1 true article completion in order to keep reading the article. In doing so, we hope to ensure that the reader knows what’s really going on in the article.
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