sauxpa / neural_exploration
Study NeuralUCB and regret analysis for contextual bandit with neural decision
☆92Updated 3 years ago
Alternatives and similar repositories for neural_exploration:
Users that are interested in neural_exploration are comparing it to the libraries listed below
- ☆31Updated 4 years ago
- A collection of the pytorch implementation of neural bandit algorithm includes neuralUCB(Neural Contextual Bandits with UCB-based Explora…☆14Updated 2 years ago
- In this notebook several classes of multi-armed bandits are implemented. This includes epsilon greedy, UCB, Linear UCB (Contextual bandit…☆84Updated 4 years ago
- paper list in the area of reinforcenment learning for recommendation systems☆24Updated 4 years ago
- A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.☆66Updated 3 years ago
- An official JAX-based code for our NeuraLCB paper, "Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization", ICLR…☆14Updated 3 years ago
- Code associated with the NeurIPS19 paper "Weighted Linear Bandits in Non-Stationary Environments"☆17Updated 5 years ago
- Bandit algorithms simulations for online learning☆84Updated 4 years ago
- ☆85Updated 8 months ago
- MovieLens recommendation system using reinforcement learning (GYM + PPO)☆49Updated 4 years ago
- OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.☆61Updated 2 years ago
- Thompson Sampling Tutorial☆53Updated 6 years ago
- ☆16Updated last year
- Deconfounding Reinforcement Learning in Observational Settings☆51Updated 6 years ago
- Code for the paper "Meta-Q-Learning"( ICLR 2020)☆103Updated 2 years ago
- Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset☆99Updated 3 years ago
- Code for the Population-Based Bandits Algorithm, presented at NeurIPS 2020.☆20Updated 4 years ago
- ☆32Updated 2 years ago
- scripts for evaluation of contextual bandit algorithms☆45Updated 4 years ago
- ☆128Updated 8 months ago
- Library of contextual bandits algorithms☆334Updated last year
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆160Updated 4 years ago
- python implementation of the TPGR☆39Updated 6 years ago
- ☆14Updated 4 years ago
- A Real-World Benchmark for Reinforcement Learning based Recommender System☆230Updated last year
- Materials for the Practical Sessions of the Reinforcement Learning Summer School 2019: Bandits, RL & Deep RL (PyTorch).☆89Updated 5 years ago
- Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym☆176Updated 7 years ago
- ☆11Updated 4 years ago
- A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.☆21Updated 4 years ago
- Exact Pareto Optimal solutions for preference based Multi-Objective Optimization☆63Updated 2 years ago