jetnew
Building LLM agents to help businesses scale at 🕶️AgentScale AI. Ex: Data Scientist at Indeed, ML Engineer at Grab, RL Research at NUS.
National University of SingaporeSingapore
Pinned Repositories
Anomaly-Detection
Anomaly detection methods and implementation
awesome-artificial-life
A curated list of awesome Artificial Life simulators, papers and resources.
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.
DrFAQ
DrFAQ is a plug-and-play question answering NLP chatbot that can be generally applied to any organisation's text corpora.
Simkit
A generalized framework for generative and probabilistic modelling for training reinforcement learning agents in TensorFlow 2.
SlimeRL
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.
smawm
Code repository for the research project "Structured Multi-Agent World Models", won CS4246 Project Competition 2021.
The-Chosen-One
The Chosen One trained with Multi-Agent Reinforcement Learning and Generative Progressive Autocurricula, won Best AI Hack at iNTUition 2019.
This-Gemstone-Does-Not-Exist
Deep Convolutional Generative Adversarial Network (DCGAN) for generating gemstones.
visrl
A simple wrapper to analyse and visualise reinforcement learning agents' behaviour in the environment.
jetnew's Repositories
jetnew/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.
jetnew/Anomaly-Detection
Anomaly detection methods and implementation
jetnew/This-Gemstone-Does-Not-Exist
Deep Convolutional Generative Adversarial Network (DCGAN) for generating gemstones.
jetnew/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.
jetnew/The-Chosen-One
The Chosen One trained with Multi-Agent Reinforcement Learning and Generative Progressive Autocurricula, won Best AI Hack at iNTUition 2019.
jetnew/distance-metric-learning
Compilation of distance measures in Python
jetnew/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
jetnew/tsag
A time series anomaly generation tool for quickly generating anomalies in time series machine learning problems.
jetnew/complex-systems
My work on Complex Systems.
jetnew/COVID-Mask-Policy-Simulator
Agent-Based Modelling of the Spread of Infectious Diseases: Compliance on Mask-Wearing and its Consequences on Policies
jetnew/statistics
jetnew/telegram-chatbot
telegram-chatbot is a Telegram Chatbot made as a tutorial demo for the NUS Student Life Fair 2020.
jetnew/Leetcode
My Leetcode Solutions in Python
jetnew/My-Work-in-Machine-Learning
Studying Machine Learning
jetnew/nuswhispers-nlp
Natural Language Processing on NUS Whispers
jetnew/Paper-Summaries
My paper summaries, related to: fake news, anomaly detection, etc.
jetnew/plant-zero
evolving l-system automata
jetnew/plants
Modelling plants.
jetnew/Sports-Heads-RL-Agent
Reinforcement learning agent to play Sports Heads