Jacob Adamczyk's repositories
JacobHA.github.io
public repository for my website: https://jacobha.github.io
u-chi-learning
A new average-reward entropy regularized RL algorithm: EVAL (EigenVector-based Average-reward Learning)
rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
kanrl
Kolmogorov-Arnold Network for Reinforcement Leaning, initial experiments
Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
Q-Bounding-in-Compositional-RL
Public Repository for the UAI 2023 article titled "Bounding the Optimal Value Function in Compositional Reinforcement Learning"
nodule-self-assembly
Modelling the self-assembly seen among cancer cells
stochastic-control
Course notes for ECSE 506: Stochastic Control and Decision Theory
Perron_root_bounds
Calculate bounds on the Perron (dominant) eigenvalue of nonnegative matrices
napkin
An Infinitely Large Napkin
UMB-Thesis-Template
A Latex template for the UMB Masters Thesis
rock-paper-scissors
interacting random walkers (rock, paper scissors)
UMB-beamer-template
A rudimentary template for UMass Boston presentations in Beamer
Sentence-to-Question
Uses NLTK to translate a given statement to the question form
overleaf-template
My basic go-to overleaf template
cpp_hello_world
Very basic C++ startup code
QWavE
Numerical Schrödinger Equation and Statistical Mechanics solver
tropycalgebra
Python implementation of tropical algebra objects
foundations-in-representation-theory-notes-ws-18-19
Notes for the lecture course “Foundations in Representation Theory”.
cloning-for-rl
Cloning Algorithms for Maximum Entropy Reinforcement Learning
applause-button
A zero-configuration medium-style button for adding applause / claps / kudos to web pages and blog posts