contextualbandits

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

Classic papers and resources on recommendation

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

Code to reproduce the experiments in Sample Efficient Reinforcement Learning via Model-Ensemble Exploration and Exploitation (MEEE).

A curated list of awesome exploration RL resources (continually updated)

?‍⬛ Contextual bandits library for continuous action trees with smoothing in JAX

A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.

implement basic and contextual MAB algorithms for recommendation system

Code for NeurIPS 2022 paper Exploiting Reward Shifting in Value-Based Deep RL

Contextual Multi-Armed Bandit Platform for Scoring, Ranking & Decisions