HuasenWu / DuelingBandits
Simulations for Dueling Bandit Algorithms, including our Double Thompson Sampling (D-TS) algorithms
☆25Updated 8 years ago
Related projects ⓘ
Alternatives and complementary repositories for DuelingBandits
- Semi-synthetic experiments to test several approaches for off-policy evaluation and optimization of slate recommenders.☆43Updated 7 years ago
- Non-stationary Off-policy Evaluation☆13Updated 6 years ago
- Ranking Policy Gradient☆23Updated 4 years ago
- Code associated with the NeurIPS19 paper "Weighted Linear Bandits in Non-Stationary Environments"☆17Updated 5 years ago
- Code for "Best arm identification in multi-armed bandits with delayed feedback", AISTATS 2018.☆19Updated 6 years ago
- Robust policy search algorithms which train on model ensembles☆28Updated 8 years ago
- Multi-armed bandit simulation library☆138Updated last year
- Linear UCB bandit learning algorithm L Li(2010) python code☆18Updated 10 years ago
- Code accompanying the paper "Learning Permutations with Sinkhorn Policy Gradient"☆39Updated 6 years ago
- ☆20Updated 9 years ago
- The Matlab Code for the ICML 2015 paper "Scalable Deep Poisson Factor Analysis for Topic Modeling"☆19Updated 9 years ago
- Experimentation for oracle based contextual bandit algorithms.☆31Updated 2 years ago
- (RecSys2020) "Doubly Robust Estimator for Ranking Metrics with Post-Click Conversions"☆23Updated last year
- Code for "Using Embeddings to Correct for Unobserved Confounding"☆10Updated 5 years ago
- Contextual Bandit Algorithms (+Bandit Algorithms)☆22Updated 5 years ago
- ☆30Updated 4 years ago
- Non stationary bandit for experiments with Reinforcement Learning☆34Updated 7 years ago
- Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances☆12Updated 2 years ago
- Code for doubly stochastic gradients☆25Updated 10 years ago
- Implementation of Counterfactual risk minimization☆26Updated 7 years ago
- Library for Multi-Armed Bandit Algorithms☆57Updated 7 years ago
- Contextual Bandits Action Elimination DQN☆19Updated 6 years ago
- Summaries and notes on CounterFactual Machine Learning papers☆19Updated 5 years ago
- Online Variance Reduction☆13Updated 5 years ago
- Theano☆11Updated 7 years ago
- Actor Critic using Kronecker-Factored Trust Region☆19Updated 6 years ago
- Benchmark suite of test functions suitable for evaluating black-box optimization strategies☆48Updated 5 months ago
- Public repository for the work on bandit problems☆23Updated 7 months ago
- paper list in the area of reinforcenment learning for recommendation systems☆24Updated 4 years ago
- Ordered Preference Elicitation Strategies for Multi-Objective Decision Making using Gaussian Processes☆24Updated 6 years ago