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best-policy-identification

Here are 2 public repositories matching this topic...

rssalessio / 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.

python reinforcement-learning exploration model-free best-policy-identification mfbpi dbmfbpi

Updated Nov 18, 2023
Jupyter Notebook

rssalessio / BestPolicyIdentificationMDP

Python implementation of algorithms for Best Policy Identification in Markov Decision Processes

markov-decision-processes mdps sample-complexity best-policy-identification discounted-mdps klb-ts

Updated Jan 23, 2023
Python

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