Alessio Russo's repositories
algorand-royalty-fees
This is a short tutorial that explains how to implement Royalty Fees using Inner Transactions and Teal v5 capabilities in the Algorand blockchain
reading-list
This is a collection of interesting papers that I have read so far or want to read. Note that the list is not up-to-date. Topics: reinforcement learning, deep learning, mathematics, statistics, bandit algorithms, optimization.
PythonVRFT
Virtual Reference Feedback Tuning (VRFT) Python Library - Alessio Russo (alessior@kth.se)
AdaptiveControlLibrary
Matlab implementation of the Adaptive Control Library
data-poisoning-linear-systems
Code for the paper Analysis and Detectability of Offline Data Poisoning Attacks on Linear Systems.
SelfTuningTubeBasedMPC
Self-Tuning Tube-Based MPC Controller
pyzonotope
Zonotope implementation in python. Supports CVXPY
ModelFreeActiveExplorationRL
This repository hosts the code accompanying the paper "Model-Free Active Exploration in Reinforcement Learning". Our study approaches the exploration problem in Reinforcement Learning (RL) from an information-theoretical viewpoint and presents a novel, efficient, and entirely model-free solution.
Py-Data-Driven-Reachability-Analysis
Python implementation of data-driven reachability analysis using Zonotopes
PyQuadraticFormNormal
Python library that implements the computation of the distribution of a linear combination of non-centered χ2 random variables. Can compute the distribution function of Quadratic Forms in Normal Variables
torch-rl-learnable-environment
The goal of this repository is to provide a gym-compatible library to easily perform model-based Reinforcement Learning experiments using PyTorch. The library makes it easier to create learnable environments and ensembles of networks that can be used to learn the dynamics of an environment.
BestPolicyIdentificationMDP
Python implementation of algorithms for Best Policy Identification in Markov Decision Processes
rl-trained-agents
A collection of pre-trained RL agents using Stable Baselines3
tikzplotlib
:bar_chart: Save matplotlib figures as TikZ/PGFplots for smooth integration into LaTeX.
js-algorand-sdk
The official JavaScript SDK for Algorand.
mbrl-lib
Library for Model Based RL
opensea-erc1155
Example semi-fungible collectible, to demonstrate OpenSea integration for an ERC-1155 contract
py-lower-bound-bai
Python utilities to compute a lower bound of the expected sample complexity to identify the best arm in a bandit model
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
test-dapp
The sample dapp used for e2e testing and metamask-extension QA