Discover jetnew/SlimeRL Open Source project by Jet New (@jetnew)

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Created about 4 years ago
Updated about 4 years ago

jetnew

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Code repository for the research project "You Play Ball, I Play Ball: Bayesian Multi-Agent Reinforcement Learning for Slime Volleyball", won 1st Prize at 17th STePS.

COVID-Resource-Allocation-Simulator

Agent-based modelling for resource allocation in viral crises to investigate resource allocation and policy interventions with respect to transmission rate.

Python

DrFAQ

DrFAQ is a plug-and-play question answering NLP chatbot that can be generally applied to any organisation's text corpora.

Jupyter Notebook

Anomaly-Detection

Anomaly detection methods and implementation

Jupyter Notebook

visrl

A simple wrapper to analyse and visualise reinforcement learning agents' behaviour in the environment.

Python

This-Gemstone-Does-Not-Exist

Deep Convolutional Generative Adversarial Network (DCGAN) for generating gemstones.

Jupyter Notebook

smawm

Code repository for the research project "Structured Multi-Agent World Models", won CS4246 Project Competition 2021.

Jupyter Notebook

symbolic-function-approximator

Symbolic function approximator aims to generate a function using a genetic algorithm to approximate a data distribution using the symbolic paradigm with programming logic.

Python

awesome-artificial-life

A curated list of awesome Artificial Life simulators, papers and resources.

The-Chosen-One

The Chosen One trained with Multi-Agent Reinforcement Learning and Generative Progressive Autocurricula, won Best AI Hack at iNTUition 2019.

Jupyter Notebook

Simkit

A generalized framework for generative and probabilistic modelling for training reinforcement learning agents in TensorFlow 2.

Jupyter Notebook

UCSD-Data-Structures-and-Algorithms

Data Structures and Algorithms Specialization by University of California San Diego and National Research University Higher School of Economics on Coursera

Python

distance-metric-learning

Compilation of distance measures in Python

Python

tsag

A time series anomaly generation tool for quickly generating anomalies in time series machine learning problems.

Python

rl-book

HTML

carelytics

Product-level Social Media Analytics for HackAsia Global Hackathon (Top 10 Finalist)

Python

complex-systems

My work on Complex Systems.

Python

Idle-Trading-Hero

A trading platform to jumpstart automated trading strategies with an analytics dashboard for profit visualisation. An Artemis-level project for Orbital at NUS School of Computing.

Jupyter Notebook

laser-mouse

Python

statistics

telegram-chatbot

telegram-chatbot is a Telegram Chatbot made as a tutorial demo for the NUS Student Life Fair 2020.

Python

alpha

For the CS2103 marking script to detect that we know how to use their app.

COVID-Mask-Policy-Simulator

Agent-Based Modelling of the Spread of Infectious Diseases: Compliance on Mask-Wearing and its Consequences on Policies

Python

ml-interview-handbook

open-worlds

Open Worlds is a MMO grid world game where players deploy agents to survive in an online world.

Python

jetnew/SlimeRL

jetnew

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