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| Approximate Inference in Discrete Distributions with Monte Carlo Tree Search and Value Functions | Oct 15, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees | Sep 11, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Certified Reinforcement Learning with Logic Guidance | Feb 2, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Logically-Constrained Reinforcement Learning | Jan 24, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Multi-Armed Bandits With Machine Learning-Generated Surrogate Rewards | Jun 20, 2025 | Decision Making Under UncertaintyMulti-Armed Bandits | —Unverified | 0 |
| Toward Explainable Offline RL: Analyzing Representations in Intrinsically Motivated Decision Transformers | Jun 16, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| The Gittins Index: A Design Principle for Decision-Making Under Uncertainty | Jun 12, 2025 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Q-ARDNS-Multi: A Multi-Agent Quantum Reinforcement Learning Framework with Meta-Cognitive Adaptation for Complex 3D Environments | Jun 2, 2025 | Autonomous NavigationCollision Avoidance | —Unverified | 0 |
| Cognitive Guardrails for Open-World Decision Making in Autonomous Drone Swarms | May 29, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
