| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate | Sep 7, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| End-to-End Goal-Driven Web Navigation | Feb 6, 2016 | Decision MakingQuestion Answering | CodeCode Available | 0 | 5 |
| Efficient Sequence Labeling with Actor-Critic Training | Sep 30, 2018 | Decision MakingNER | CodeCode Available | 0 | 5 |
| A Biologically Plausible Benchmark for Contextual Bandit Algorithms in Precision Oncology Using in vitro Data | Nov 11, 2019 | BenchmarkingDecision Making | CodeCode Available | 0 | 5 |
| Efficient Symbolic Policy Learning with Differentiable Symbolic Expression | Nov 2, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Enforcing Almost-Sure Reachability in POMDPs | Jun 30, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Ecole: A Library for Learning Inside MILP Solvers | Apr 6, 2021 | BIG-bench Machine LearningCombinatorial Optimization | CodeCode Available | 0 | 5 |
| Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical Systems | Feb 20, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games | Feb 13, 2021 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Dynamical Linear Bandits | Nov 16, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| An Adaptable Budget Planner for Enhancing Budget-Constrained Auto-Bidding in Online Advertising | Jan 26, 2025 | In-Context Reinforcement LearningSequential Decision Making | CodeCode Available | 0 | 5 |
| Batch Bayesian optimisation via density-ratio estimation with guarantees | Sep 22, 2022 | Bayesian InferenceBayesian Optimisation | CodeCode Available | 0 | 5 |
| Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: Corrections | May 24, 2022 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Differentially Private Regret Minimization in Episodic Markov Decision Processes | Dec 20, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling | Apr 11, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Differential Privacy in Cooperative Multiagent Planning | Jan 20, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Depth Matters: Multimodal RGB-D Perception for Robust Autonomous Agents | Mar 20, 2025 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Doubly Inhomogeneous Reinforcement Learning | Nov 8, 2022 | Change Point DetectionClustering | CodeCode Available | 0 | 5 |
| Scalable Exploration via Ensemble++ | Jul 18, 2024 | Computational EfficiencyDecision Making | CodeCode Available | 0 | 5 |
| Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight | Oct 2, 2017 | Autonomous VehiclesDecision Making | CodeCode Available | 0 | 5 |
| Dynamic Real-time Multimodal Routing with Hierarchical Hybrid Planning | Feb 5, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Discrete-Time Distribution Steering using Monte Carlo Tree Search | Dec 9, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward | Dec 29, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Back to the Future -- Sequential Alignment of Text Representations | Sep 8, 2019 | Decision MakingRumour Detection | CodeCode Available | 0 | 5 |
