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| Structured Control Nets for Deep Reinforcement Learning | Feb 22, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Classification with Costly Features as a Sequential Decision-Making Problem | Sep 5, 2019 | ClassificationClassification with Costly Features | CodeCode Available | 0 |
| Adaptive teachers for amortized samplers | Oct 2, 2024 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
| Perspective-Shifted Neuro-Symbolic World Models: A Framework for Socially-Aware Robot Navigation | Mar 26, 2025 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 0 |
| Rethinking Out-of-Distribution Detection for Reinforcement Learning: Advancing Methods for Evaluation and Detection | Apr 10, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Towards Safe Policy Improvement for Non-Stationary MDPs | Oct 23, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Planning with Goal-Conditioned Policies | Nov 19, 2019 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Plan-Then-Execute: An Empirical Study of User Trust and Team Performance When Using LLM Agents As A Daily Assistant | Feb 3, 2025 | Sequential Decision Making | CodeCode Available | 0 |
| Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement Learning | Jan 20, 2023 | Decision Makingmodel | CodeCode Available | 0 |