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| Interpretability in Action: Exploratory Analysis of VPT, a Minecraft Agent | Jul 16, 2024 | Decision MakingMinecraft | —Unverified | 0 |
| Exploration Unbound | Jul 16, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning | Jul 15, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| Preserving the Privacy of Reward Functions in MDPs through Deception | Jul 13, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Predicting and Understanding Human Action Decisions: Insights from Large Language Models and Cognitive Instance-Based Learning | Jul 12, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Long-Term Fairness in Sequential Multi-Agent Selection with Positive Reinforcement | Jul 10, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| MDP Geometry, Normalization and Reward Balancing Solvers | Jul 9, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Communication and Control Co-Design in 6G: Sequential Decision-Making with LLMs | Jul 6, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Maximizing utility in multi-agent environments by anticipating the behavior of other learners | Jul 5, 2024 | Sequential Decision Making | —Unverified | 0 |
| Short-Long Policy Evaluation with Novel Actions | Jul 4, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Exploring a Physics-Informed Decision Transformer for Distribution System Restoration: Methodology and Performance Analysis | Jun 30, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Tradeoffs When Considering Deep Reinforcement Learning for Contingency Management in Advanced Air Mobility | Jun 28, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Operator World Models for Reinforcement Learning | Jun 28, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Instance Temperature Knowledge Distillation | Jun 27, 2024 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
| UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models | Jun 24, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Accelerating Matrix Diagonalization through Decision Transformers with Epsilon-Greedy Optimization | Jun 23, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Catastrophic-risk-aware reinforcement learning with extreme-value-theory-based policy gradients | Jun 21, 2024 | Decision MakingManagement | CodeCode Available | 0 |
| MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading | Jun 20, 2024 | Algorithmic TradingDecision Making | CodeCode Available | 2 |
| Learned Graph Rewriting with Equality Saturation: A New Paradigm in Relational Query Rewrite and Beyond | Jun 19, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| ARDuP: Active Region Video Diffusion for Universal Policies | Jun 19, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Efficient Sequential Decision Making with Large Language Models | Jun 17, 2024 | Decision MakingModel Selection | —Unverified | 0 |
| Constrained Reinforcement Learning with Average Reward Objective: Model-Based and Model-Free Algorithms | Jun 17, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Model Adaptation for Time Constrained Embodied Control | Jun 17, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Data-Driven Upper Confidence Bounds with Near-Optimal Regret for Heavy-Tailed Bandits | Jun 9, 2024 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |