lilianweng / multi-armed-bandit
Play with the solutions to the multi-armed-bandit problem.
☆403Updated 9 months ago
Alternatives and similar repositories for multi-armed-bandit:
Users that are interested in multi-armed-bandit are comparing it to the libraries listed below
- Python implementations of contextual bandits algorithms☆766Updated 2 months ago
- Library of contextual bandits algorithms☆334Updated last year
- Python library for Multi-Armed Bandits☆743Updated 5 years ago
- Multi-Armed Bandit Algorithms Library (MAB)☆132Updated 2 years ago
- Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.☆203Updated 3 years ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆614Updated 3 years ago
- 🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorith…☆398Updated 10 months ago
- Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym☆175Updated 7 years ago
- Study NeuralUCB and regret analysis for contextual bandit with neural decision☆92Updated 3 years ago
- ☆358Updated 4 years ago
- Bandit algorithms simulations for online learning☆83Updated 4 years ago
- Contextual bandit in python☆110Updated 3 years ago
- Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising☆472Updated 3 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆546Updated last year
- Code for conservative Q-learning☆426Updated 3 years ago
- A Real-World Benchmark for Reinforcement Learning based Recommender System☆228Updated last year
- Python implementation of UCB, EXP3 and Epsilon greedy algorithms☆28Updated 6 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
- working example of a contextual multi-armed bandit☆55Updated 5 years ago
- Implementation of various multi-armed bandits algorithms on a 10-arm testbed.☆38Updated 5 years ago
- Virtual-Taobao simulators with OpenAI Gym interface☆526Updated 5 years ago
- Reinforced Recommendation toolkit built around pytorch 1.7☆581Updated 4 years ago
- A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.☆66Updated 3 years ago
- PyTorch implementation of Trust Region Policy Optimization☆437Updated 6 years ago
- List of competitions related to Reinforcement Learning☆351Updated last year
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆487Updated 2 years ago
- Contextual Combinatorial Cascading Bandits☆10Updated 8 years ago
- Real-Time Bidding by Reinforcement Learning in Display Advertising☆179Updated 4 years ago
- A Configurable Recommender Systems Simulation Platform☆752Updated 3 years ago
- Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset☆101Updated 3 years ago