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PytorchRBFLayer Public
Pytorch RBF Layer implements a radial basis function layer in Pytorch. Radial Basis networks can be used to approximate functions.
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Repository of the paper "Adaptive Exploration for Multi-Reward Multi-Policy Evaluation", ICML 2025.
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reading-list Public
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, ban…
11 UpdatedApr 3, 2025 -
Pure Exploration with Feedback Graphs, AISTATS2025
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This repository hosts the code accompanying the NeurIPS24 paper "Multiple Rewards Best Policy Identification". Our study investigates the exploration problem in Reinforcement Learning (RL) in prese…
reinforcement-learning paper deep-reinforcement-learning online-learning best-policy-identification multi-rewardJupyter Notebook MIT License UpdatedOct 28, 2024 -
PyDeePC Public
Python library that implements DeePC: Data-Enabled Predictive Control
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ModelFreeActiveExplorationRL Public
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 …
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BestPolicyIdentificationMDP Public
Python implementation of algorithms for Best Policy Identification in Markov Decision Processes
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tikzplotlib Public
Forked from eqnmapper/tikzplotlib📊 Save matplotlib figures as TikZ/PGFplots for smooth integration into LaTeX.
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rl-trained-agents Public
Forked from DLR-RM/rl-trained-agentsA collection of pre-trained RL agents using Stable Baselines3
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Code for the paper Analysis and Detectability of Offline Data Poisoning Attacks on Linear Systems.
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AdaptiveControlLibrary Public
Matlab implementation of the Adaptive Control Library
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OSRL-SC Public
OSRL (Optimal Representation Learning in Multi-Task Bandits) comprises an algorithm that addresses the problem of sample complexity with fixed confidence in Multi-Task Bandit problems. Published at…
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TZDDPC Public
Tube-Based Zonotopic Data Driven Predictive Control
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PyCEM Public
Python Library for Cross Entropy Maximization
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PyQuadraticFormNormal Public
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 Va…
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js-algorand-sdk Public
Forked from algorand/js-algorand-sdkThe official JavaScript SDK for Algorand.
TypeScript MIT License UpdatedOct 12, 2022 -
stable-baselines3 Public
Forked from DLR-RM/stable-baselines3PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Python MIT License UpdatedOct 4, 2022 -
SelfTuningTubeBasedMPC Public
Self-Tuning Tube-Based MPC Controller
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mbrl-lib Public
Forked from facebookresearch/mbrl-libLibrary for Model Based RL
Python MIT License UpdatedSep 12, 2022 -
PyZPC Public
Python library that implements ZPC: Zonotopic Data-Driven Predictive Control.
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Python implementation of data-driven reachability analysis using Zonotopes
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pyzonotope Public
Zonotope implementation in python. Supports CVXPY
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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 en…
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PythonVRFT Public
Virtual Reference Feedback Tuning (VRFT) Python Library - Alessio Russo (alessior@kth.se)
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algorand-royalty-fees Public
This is a short tutorial that explains how to implement Royalty Fees using Inner Transactions and Teal v5 capabilities in the Algorand blockchain
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