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| Model Based Reinforcement Learning with Non-Gaussian Environment Dynamics and its Application to Portfolio Optimization | Jan 23, 2023 | Algorithmic TradingDecision Making | —Unverified | 0 |
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| Hint assisted reinforcement learning: an application in radio astronomy | Jan 10, 2023 | AstronomyModel-based Reinforcement Learning | CodeCode Available | 0 |
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| A Data-driven Pricing Scheme for Optimal Routing through Artificial Currencies | Nov 27, 2022 | ARCFairness | —Unverified | 0 |
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| Contrastive Value Learning: Implicit Models for Simple Offline RL | Nov 3, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
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| A Unified Framework for Alternating Offline Model Training and Policy Learning | Oct 12, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Deep Inventory Management | Oct 6, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
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| Reinforcement Learning with Non-Exponential Discounting | Sep 27, 2022 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| FORESEE: Prediction with Expansion-Compression Unscented Transform for Online Policy Optimization | Sep 26, 2022 | Model-based Reinforcement Learning | CodeCode Available | 0 |
| Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks | Sep 21, 2022 | Federated LearningModel-based Reinforcement Learning | —Unverified | 0 |
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| Value Summation: A Novel Scoring Function for MPC-based Model-based Reinforcement Learning | Sep 16, 2022 | Model-based Reinforcement LearningMuJoCo | —Unverified | 0 |
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| Adaptive Asynchronous Control Using Meta-learned Neural Ordinary Differential Equations | Jul 25, 2022 | Decision MakingMeta-Learning | —Unverified | 0 |
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| Learning to Selectively Learn for Weakly Supervised Paraphrase Generation with Model-based Reinforcement Learning | Jul 1, 2022 | Model-based Reinforcement LearningParaphrase Generation | —Unverified | 0 |
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| Masked World Models for Visual Control | Jun 28, 2022 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Model-Based Imitation Learning Using Entropy Regularization of Model and Policy | Jun 21, 2022 | counterfactualImitation Learning | —Unverified | 0 |
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