| Epistemic Exploration for Generalizable Planning and Learning in Non-Stationary Settings | Feb 13, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate | Sep 7, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs | Oct 17, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling | Apr 11, 2023 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| Learning to Reach Goals via Diffusion | Oct 4, 2023 | Computational EfficiencyDecision Making | CodeCode Available | 0 |
| Online Decision Making with History-Average Dependent Costs (Extended) | Dec 11, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling | Apr 26, 2022 | Decision MakingEvolutionary Algorithms | CodeCode Available | 0 |
| Online Learning with Costly Features in Non-stationary Environments | Jul 18, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| SOPE: Spectrum of Off-Policy Estimators | Nov 6, 2021 | Decision MakingOff-policy evaluation | CodeCode Available | 0 |
| Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions | May 4, 2022 | Decision MakingGraph Embedding | CodeCode Available | 0 |
