GrantStenger/2048-Reinforcement-Learning

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6
Rank 2,539,965 (Top 51 %)
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Python
Created almost 7 years ago
Updated almost 3 years ago

GrantStenger/2048-Reinforcement-Learning

GrantStenger

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AI that uses Deep Q-Learning to play 2048. Also playable in console for humans.

n3rp

N3RP (the NFT Rental Protocol) allows users to trustlessly rent out their ERC721-based assets.

Jupyter Notebook

rl-finance

CAIS++ Spring 2019 Project: Building an Agent to Trade with Reinforcement Learning

Jupyter Notebook

SRGAN-TreeHacks

TreeHacks 2019: Best computer vision prize and IBM’s #1 favorite health hack. Upscaling low resolution videos with a novel super resolution GAN architecture.

stock-price-analysis

This is our final project for our data analytics bootcamp. We will be analyzing stock price data (mostly large-cap U.S. equities). Predicting financial data is a famously difficult problem, so this is mostly an exercise in using some of the tools we've learned this year.

SoulboundNFTs

A Standard for Non-Transferable NFTs

ai-for-adversarial-games

Building classical minimax + alpha-beta pruning algorithms (with hardcoded heuristics for extremely complex game spaces), and beating them with modern reinforcement learning techniques.

0xPlace

Decentralized r/place

Apollo-text-parser

Parses cognitive behavior therapy transcripts for data that will later be used to build an AI chatbot to help with mental health on college campuses.

minimax-connect4

Quick minimax algorithm to play connect4. Practice before trying to build a chess ai.

course-optimizer

Optimal course planner: Network flows and combinatorial optimization, Web scraping, Full-stack web app.

intro-to-deep-learning-lesson

Jupyter Notebook

trump-obama-tweet-classifier

Uses recurrent neural networks (specifically Long Short-Term Memory networks) to classify tweets from either Obama or Trump with 95% accuracy.

Jupyter Notebook