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| Consistency Regularization for Domain Adaptation | Aug 23, 2022 | Domain AdaptationSelf-Learning | CodeCode Available | 0 | 5 |
| Confidence-Guided Human-AI Collaboration: Reinforcement Learning with Distributional Proxy Value Propagation for Autonomous Driving | Jun 4, 2025 | Autonomous DrivingImitation Learning | CodeCode Available | 0 | 5 |
| A Deep Q-Learning Agent for the L-Game with Variable Batch Training | Feb 17, 2018 | Q-LearningSelf-Learning | CodeCode Available | 0 | 5 |
| Model-Free Adaptive Optimal Control of Episodic Fixed-Horizon Manufacturing Processes using Reinforcement Learning | Sep 18, 2018 | Model Predictive ControlQ-Learning | CodeCode Available | 0 | 5 |
| A Robust Self-Learning Method for Fully Unsupervised Cross-Lingual Mappings of Word Embeddings: Making the Method Robustly Reproducible as Well | Dec 3, 2019 | Self-LearningWord Embeddings | CodeCode Available | 0 | 5 |
| KBAlign: Efficient Self Adaptation on Specific Knowledge Bases | Nov 22, 2024 | Question AnsweringRAG | CodeCode Available | 0 | 5 |
| Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search | Nov 28, 2022 | AI AgentSelf-Learning | CodeCode Available | 0 | 5 |
| General solutions for nonlinear differential equations: a rule-based self-learning approach using deep reinforcement learning | May 13, 2018 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 | 5 |
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| End2You -- The Imperial Toolkit for Multimodal Profiling by End-to-End Learning | Feb 4, 2018 | Self-Learning | CodeCode Available | 0 | 5 |
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| SMART: Self-learning Meta-strategy Agent for Reasoning Tasks | Oct 21, 2024 | GSM8KSelf-Learning | CodeCode Available | 0 | 5 |
| Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models? | Jun 17, 2024 | Question AnsweringSelf-Learning | CodeCode Available | 0 | 5 |
| Active Learning for Abstractive Text Summarization | Jan 9, 2023 | Abstractive Text SummarizationActive Learning | CodeCode Available | 0 | 5 |
| How to Control Hydrodynamic Force on Fluidic Pinball via Deep Reinforcement Learning | Apr 23, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation | Sep 1, 2021 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 | 5 |
| Dynamic Against Dynamic: An Open-set Self-learning Framework | Apr 27, 2024 | Open Set LearningSelf-Learning | CodeCode Available | 0 | 5 |
| Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? | Sep 4, 2019 | Bilingual Lexicon InductionSelf-Learning | CodeCode Available | 0 | 5 |
| Beneficial and Harmful Explanatory Machine Learning | Sep 9, 2020 | BIG-bench Machine LearningSelf-Learning | CodeCode Available | 0 | 5 |
| A Cooperative Multi-Agent Framework for Zero-Shot Named Entity Recognition | Feb 25, 2025 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Back to Basics: Deep Reinforcement Learning in Traffic Signal Control | Sep 15, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Anytime Multi-Agent Path Finding with an Adaptive Delay-Based Heuristic | Aug 6, 2024 | Multi-Agent Path FindingSelf-Learning | CodeCode Available | 0 | 5 |
| Multi-Source Domain Adaptation and Semi-Supervised Domain Adaptation with Focus on Visual Domain Adaptation Challenge 2019 | Oct 8, 2019 | Domain AdaptationSelf-Learning | CodeCode Available | 0 | 5 |
