HuasenWu / DuelingBanditsLinks
Simulations for Dueling Bandit Algorithms, including our Double Thompson Sampling (D-TS) algorithms
☆25Updated 9 years ago
Alternatives and similar repositories for DuelingBandits
Users that are interested in DuelingBandits are comparing it to the libraries listed below
Sorting:
- Linear UCB bandit learning algorithm L Li(2010) python code☆19Updated 11 years ago
- (RecSys2020) "Doubly Robust Estimator for Ranking Metrics with Post-Click Conversions"☆24Updated 2 years ago
- Semi-synthetic experiments to test several approaches for off-policy evaluation and optimization of slate recommenders.☆43Updated 8 years ago
- Non-stationary Off-policy Evaluation☆13Updated 7 years ago
- ☆30Updated 5 years ago
- Contextual bandit in python☆112Updated 4 years ago
- Ranking Policy Gradient☆23Updated 6 years ago
- Multi-armed bandit simulation library☆140Updated 2 years ago
- A python implementation of Dueling Bandit Gradient Descent (DBGD)☆24Updated 6 years ago
- A comparison of Google SlateQ algorithm with traditional Reinforcement Learning algorithms☆38Updated 3 years ago
- Code associated with the NeurIPS19 paper "Weighted Linear Bandits in Non-Stationary Environments"☆17Updated 6 years ago
- Source code for our paper "Joint Policy-Value Learning for Recommendation" published at KDD 2020.☆23Updated 2 years ago
- Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances☆12Updated 3 years ago
- Summaries and notes on CounterFactual Machine Learning papers☆19Updated 7 years ago
- Code for "Best arm identification in multi-armed bandits with delayed feedback", AISTATS 2018.☆19Updated 7 years ago
- Starter kit for getting started in the NIPS 2017 Criteo Ad Placement Challenge☆18Updated 8 years ago
- (WSDM2022 Best Paper Award Runner-Up) "Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model"☆13Updated 2 years ago
- (ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"☆19Updated 3 years ago
- ☆15Updated 5 years ago
- ☆42Updated 7 years ago
- Non stationary bandit for experiments with Reinforcement Learning☆33Updated 8 years ago
- paper list in the area of reinforcenment learning for recommendation systems☆25Updated 5 years ago
- ☆16Updated 8 years ago
- Off-policy Learning in Two-stage Recommender Systems. https://dl.acm.org/doi/pdf/10.1145/3366423.3380130☆30Updated 5 years ago
- Contextual Bandit Algorithms (+Bandit Algorithms)☆22Updated 6 years ago
- A lightweight python library for bandit algorithms☆30Updated 3 years ago
- Online Variance Reduction☆14Updated 6 years ago
- working example of a contextual multi-armed bandit☆55Updated 6 years ago
- PyTorch port and extension of the Deep Bayesian Bandits Library☆43Updated 6 years ago
- Epsilon-greedy, softmax and LinUCB contextual bandit implementations [recommender systems]☆50Updated 6 years ago