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Assignment 1 of Software Engineering class

aexam

My A Exam

agreeablepdsignals

altruistic-selection

A model trying to confirm a hypothesis of mine about one of the methods through which altruism may evolve naturally.

batch_linalg

bnn_alternate_sota

Reimplementation of the Quicknet from larq.zoo, with no batchnorms

bnn_order_statistics

I use normal distribution order statistics to replace batch normalizations in binary neural networks. I show that this avoids some BatchNorm problems, with little cost.

chaosexploration

Code and iPython notebooks exploring the Lorenz attractor

clevr_robot_env

CLEVR-Robot: a reinforcement learning environment combining vision, language and control.

cliq

cliqueproblem

I play with a new algorithm for clique finding

cliqueproblem_leastsquares

Uses Levinberg-Marquadt instead of gradient descent as before.

cliqueproblemv2

Same concept, rotating through a different space.

cliqueproblemwithpruning

Quick NP experiment

discreteplanningfamiliarization

A small space where I become more familiar with PDDL

discretesimpleenv

dlvscas

A short summary of my thoughts on Lample and Charton's "Deep Learning for Symbolic Mathematicss," and a comparison to Computer Algebra Systems

doo-q_bracis2016

Codification used on the paper proposing the Object-Oriented Multiagent Reinforcement Learning

doo-q_extension

Codifications used in the IEEE Transactions on Cybernetics paper: "MOO-MDP: An Object-Oriented Representation for Cooperative Multiagent Reinforcement Learning"

emergent-language

An implementation of Emergence of Grounded Compositional Language in Multi-Agent Populations by Igor Mordatch and Pieter Abbeel

femr

A simple and fast EMR system used in low resource settings.

gamblingrl

Da Gambling problem from the book

globallocal

Small repo to show the difference between global and local variables

glowlu

glowlu_minimal

Here is a minimal set of necessary files.

glowmnistmanifold

outlier detection using p-values, but only on small latent-space for now, not full GLOW

gpuutilityscripts

Small repo for utility scripts I find useful when working with GPUs. Focus is on NVIDIA gpus for AI, but future additions might be more general.

gym-cooking

gym-cooking: Code for "Too many cooks: Bayesian inference for coordinating multi-agent collaboration", Winner of CogSci 2020 conference award in computational modelling.

homoclinic_tangle

Resolution preserving python code for plotting homoclinic tangles.

karmedbandits

I play with the examples from Ch.1 of my RL book. Specifically, I build the 10-arm platform and test techniques on it.