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Nathan Bernardo's Projects

awesome-autonomous-cars icon awesome-autonomous-cars

A comprehensive list of related content on autonomous vehicles, ranging from battery technology and sensors to reinforcement learning

lux-ai-solution icon lux-ai-solution

Kaggle competition hosted by Lux AI. My solution to training agents for optimizing resource gathering and allocation problem in a 1v1 scenario against other competitors.

obsidian-day-planner icon obsidian-day-planner

An Obsidian plugin for day planning and managing pomodoro timers from a task list in a Markdown note.

oreilly-rl-tutorial icon oreilly-rl-tutorial

Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conference.

payment-system icon payment-system

A payment system designed with the Braintree API. Used Django as the backend.

rcps-safety-guidance icon rcps-safety-guidance

Safe Reinforce Learning -> Constraint algorithms to train agents in Safety Gym, paper notes on research papers regarding RL with constraints + optimizer + neural networks, PyTorch implementation on policy gradient algorithms

resumeparser icon resumeparser

A simple resume parser used for extracting information from resumes

rl-adventure-2 icon rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

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