| Classification with Costly Features using Deep Reinforcement Learning | Nov 20, 2017 | ClassificationClassification with Costly Features | CodeCode Available | 0 |
| A Deep Reinforcement Learning Framework For Column Generation | Jun 3, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| PageRank Bandits for Link Prediction | Nov 3, 2024 | Decision MakingGraph Learning | CodeCode Available | 0 |
| Zero-Shot Reinforcement Learning via Function Encoders | Jan 30, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Parameterized Projected Bellman Operator | Dec 20, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision Making | Dec 8, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Semi-Infinitely Constrained Markov Decision Processes and Efficient Reinforcement Learning | Apr 29, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Structural Causal Bandits: Where to Intervene? | Dec 1, 2018 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Minimax-Bayes Reinforcement Learning | Feb 21, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| The MineRL 2019 Competition on Sample Efficient Reinforcement Learning using Human Priors | Apr 22, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Harnessing the Power of Federated Learning in Federated Contextual Bandits | Dec 26, 2023 | Decision MakingFederated Learning | CodeCode Available | 0 |
| A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping | Sep 14, 2017 | Decision MakingImage Cropping | CodeCode Available | 0 |
| Stay With Me: Lifetime Maximization Through Heteroscedastic Linear Bandits With Reneging | Oct 29, 2018 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Cooperative Online Learning with Feedback Graphs | Jun 9, 2021 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Mixed-Initiative Human-Robot Teaming under Suboptimality with Online Bayesian Adaptation | Mar 24, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Continuous Monte Carlo Graph Search | Oct 4, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Structured Control Nets for Deep Reinforcement Learning | Feb 22, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Classification with Costly Features as a Sequential Decision-Making Problem | Sep 5, 2019 | ClassificationClassification with Costly Features | CodeCode Available | 0 |
| Adaptive teachers for amortized samplers | Oct 2, 2024 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
| Perspective-Shifted Neuro-Symbolic World Models: A Framework for Socially-Aware Robot Navigation | Mar 26, 2025 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 0 |
| Rethinking Out-of-Distribution Detection for Reinforcement Learning: Advancing Methods for Evaluation and Detection | Apr 10, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Towards Safe Policy Improvement for Non-Stationary MDPs | Oct 23, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Planning with Goal-Conditioned Policies | Nov 19, 2019 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Plan-Then-Execute: An Empirical Study of User Trust and Team Performance When Using LLM Agents As A Daily Assistant | Feb 3, 2025 | Sequential Decision Making | CodeCode Available | 0 |
| Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement Learning | Jan 20, 2023 | Decision Makingmodel | CodeCode Available | 0 |
