| A Deep Reinforcement Learning Approach to Rare Event Estimation | Nov 22, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| UniMASK: Unified Inference in Sequential Decision Problems | Nov 20, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| Dynamical Linear Bandits | Nov 16, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Agent-State Construction with Auxiliary Inputs | Nov 15, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Doubly Inhomogeneous Reinforcement Learning | Nov 8, 2022 | Change Point DetectionClustering | CodeCode Available | 0 |
| Learning to Follow Instructions in Text-Based Games | Nov 8, 2022 | Decision MakingInstruction Following | CodeCode Available | 0 |
| A Survey on Reinforcement Learning in Aviation Applications | Nov 3, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Dungeons and Data: A Large-Scale NetHack Dataset | Nov 1, 2022 | Decision MakingNetHack | CodeCode Available | 2 |
| Teacher-student curriculum learning for reinforcement learning | Oct 31, 2022 | Board GamesDecision Making | —Unverified | 0 |
| HSVI can solve zero-sum Partially Observable Stochastic Games | Oct 26, 2022 | Decision MakingHeuristic Search | —Unverified | 0 |
| Quantum deep recurrent reinforcement learning | Oct 26, 2022 | Decision MakingQ-Learning | —Unverified | 0 |
| PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits | Oct 25, 2022 | Decision MakingExperimental Design | CodeCode Available | 0 |
| Sequential Decision Making on Unmatched Data using Bayesian Kernel Embeddings | Oct 25, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Integrating Policy Summaries with Reward Decomposition for Explaining Reinforcement Learning Agents | Oct 21, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Fine-Grained Session Recommendations in E-commerce using Deep Reinforcement Learning | Oct 20, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Movement Penalized Bayesian Optimization with Application to Wind Energy Systems | Oct 14, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Markup-to-Image Diffusion Models with Scheduled Sampling | Oct 11, 2022 | Decision MakingDenoising | CodeCode Available | 1 |
| Learning on the Edge: Online Learning with Stochastic Feedback Graphs | Oct 9, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Advice Conformance Verification by Reinforcement Learning agents for Human-in-the-Loop | Oct 7, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Reinforcement Learning Approach for Multi-Agent Flexible Scheduling Problems | Oct 7, 2022 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| Hyperbolic Deep Reinforcement Learning | Oct 4, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Continuous Monte Carlo Graph Search | Oct 4, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Generalizing Bayesian Optimization with Decision-theoretic Entropies | Oct 4, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization | Oct 3, 2022 | Decision MakingPolicy Gradient Methods | CodeCode Available | 1 |
| Offline Reinforcement Learning with Differentiable Function Approximation is Provably Efficient | Oct 3, 2022 | Decision MakingOffline RL | —Unverified | 0 |
