| State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding | Sep 21, 2023 | Decision MakingSelf-Learning | —Unverified | 0 |
| Delays in Reinforcement Learning | Sep 20, 2023 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Safe POMDP Online Planning via Shielding | Sep 19, 2023 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Interactively Teaching an Inverse Reinforcement Learner with Limited Feedback | Sep 16, 2023 | Active LearningDecision Making | CodeCode Available | 0 |
| Efficient quantum recurrent reinforcement learning via quantum reservoir computing | Sep 13, 2023 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Fidelity-Induced Interpretable Policy Extraction for Reinforcement Learning | Sep 12, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Bootstrapping Adaptive Human-Machine Interfaces with Offline Reinforcement Learning | Sep 7, 2023 | Brain Computer InterfaceDecision Making | —Unverified | 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 |
| INTAGS: Interactive Agent-Guided Simulation | Sep 4, 2023 | Algorithmic TradingCausal Inference | —Unverified | 0 |
| Improving Generalization in Reinforcement Learning Training Regimes for Social Robot Navigation | Aug 29, 2023 | Decision MakingNavigate | CodeCode Available | 0 |
| Pure Exploration under Mediators' Feedback | Aug 29, 2023 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Simple Modification of the Upper Confidence Bound Algorithm by Generalized Weighted Averages | Aug 28, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Bayesian Exploration Networks | Aug 24, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| LaGR-SEQ: Language-Guided Reinforcement Learning with Sample-Efficient Querying | Aug 21, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| A Robust Policy Bootstrapping Algorithm for Multi-objective Reinforcement Learning in Non-stationary Environments | Aug 18, 2023 | Decision MakingMulti-Objective Reinforcement Learning | —Unverified | 0 |
| Intrinsically Motivated Hierarchical Policy Learning in Multi-objective Markov Decision Processes | Aug 18, 2023 | Decision MakingMulti-Objective Reinforcement Learning | —Unverified | 0 |
| IMM: An Imitative Reinforcement Learning Approach with Predictive Representation Learning for Automatic Market Making | Aug 17, 2023 | Decision MakingImitation Learning | —Unverified | 0 |
| Value-Distributional Model-Based Reinforcement Learning | Aug 12, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Multimodal Pretrained Models for Verifiable Sequential Decision-Making: Planning, Grounding, and Perception | Aug 10, 2023 | Decision MakingRobot Manipulation | —Unverified | 0 |
| Bayesian Inverse Transition Learning for Offline Settings | Aug 9, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |
| FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial Masks | Jul 27, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Robust Goal-Based Wealth Management | Jul 25, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| DIP-RL: Demonstration-Inferred Preference Learning in Minecraft | Jul 22, 2023 | Decision MakingMinecraft | —Unverified | 0 |
| On the Expressivity of Multidimensional Markov Reward | Jul 22, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement Learning | Jul 21, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
