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| Synthetic Time Series Forecasting with Transformer Architectures: Extensive Simulation Benchmarks | May 26, 2025 | BenchmarkingDecision Making Under Uncertainty | CodeCode Available | 0 |
| rfPG: Robust Finite-Memory Policy Gradients for Hidden-Model POMDPs | May 14, 2025 | Decision Making Under UncertaintySequential Decision Making | —Unverified | 0 |
| A Multi-Agent Reinforcement Learning Approach for Cooperative Air-Ground-Human Crowdsensing in Emergency Rescue | May 11, 2025 | Decision Making Under UncertaintyMulti-agent Reinforcement Learning | —Unverified | 0 |
| Recovering Event Probabilities from Large Language Model Embeddings via Axiomatic Constraints | May 10, 2025 | Decision Making Under UncertaintyLanguage Modeling | —Unverified | 0 |
| ICNN-enhanced 2SP: Leveraging input convex neural networks for solving two-stage stochastic programming | May 8, 2025 | Decision Making Under Uncertainty | CodeCode Available | 0 |
| Primal-dual algorithm for contextual stochastic combinatorial optimization | May 7, 2025 | Combinatorial OptimizationDecision Making Under Uncertainty | —Unverified | 0 |
| Learning Symbolic Persistent Macro-Actions for POMDP Solving Over Time | May 6, 2025 | Computational EfficiencyDecision Making | —Unverified | 0 |
| LLM-Guided Probabilistic Program Induction for POMDP Model Estimation | May 4, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Measures of Variability for Risk-averse Policy Gradient | Apr 15, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
