| Interactively Learning Preference Constraints in Linear Bandits | Jun 10, 2022 | Decision MakingSequential Decision Making | 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 |
| Enforcing Almost-Sure Reachability in POMDPs | Jun 30, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Efficient Symbolic Policy Learning with Differentiable Symbolic Expression | Nov 2, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| A Deep Reinforcement Learning Framework For Column Generation | Jun 3, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| A Parallel Hybrid Action Space Reinforcement Learning Model for Real-world Adaptive Traffic Signal Control | Mar 18, 2025 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Efficient Sequence Labeling with Actor-Critic Training | Sep 30, 2018 | Decision MakingNER | CodeCode Available | 0 | 5 |
| Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling | Apr 26, 2022 | Decision MakingEvolutionary Algorithms | 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 |
| Dynamic Real-time Multimodal Routing with Hierarchical Hybrid Planning | Feb 5, 2019 | Decision MakingDecision Making Under Uncertainty | 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 |
| Doubly Inhomogeneous Reinforcement Learning | Nov 8, 2022 | Change Point DetectionClustering | CodeCode Available | 0 | 5 |
| Adaptive teachers for amortized samplers | Oct 2, 2024 | Decision MakingEfficient Exploration | CodeCode Available | 0 | 5 |
| Accelerate Model Parallel Training by Using Efficient Graph Traversal Order in Device Placement | Jan 21, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Dynamical Linear Bandits | Nov 16, 2022 | Decision MakingSequential Decision Making | 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 |
| Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions | May 4, 2022 | Decision MakingGraph Embedding | CodeCode Available | 0 | 5 |
| Adaptive Sequence Submodularity | Feb 15, 2019 | Decision MakingLink Prediction | 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 |
| Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes | Jan 3, 2024 | Decision MakingHeuristic Search | CodeCode Available | 0 | 5 |
| Anderson Acceleration for Partially Observable Markov Decision Processes: A Maximum Entropy Approach | Nov 28, 2022 | Decision MakingSequential Decision 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 |
| Differentially Private Regret Minimization in Episodic Markov Decision Processes | Dec 20, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
