| Voyager: An Open-Ended Embodied Agent with Large Language Models | May 25, 2023 | Lifelong learningMinecraft | CodeCode Available | 5 | 5 |
| Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters | Mar 18, 2024 | Continual LearningIncremental Learning | CodeCode Available | 3 | 5 |
| LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning | Jun 5, 2023 | Benchmarking | CodeCode Available | 3 | 5 |
| Lifelong Learning of Large Language Model based Agents: A Roadmap | Jan 13, 2025 | Incremental LearningLanguage Modeling | CodeCode Available | 3 | 5 |
| Generative replay with feedback connections as a general strategy for continual learning | Sep 27, 2018 | Continual LearningLifelong learning | CodeCode Available | 2 | 5 |
| On-Device Training Under 256KB Memory | Jun 30, 2022 | Lifelong learningQuantization | CodeCode Available | 2 | 5 |
| Three scenarios for continual learning | Apr 15, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 | 5 |
| LeanAgent: Lifelong Learning for Formal Theorem Proving | Oct 8, 2024 | Abstract AlgebraAutomated Theorem Proving | CodeCode Available | 2 | 5 |
| UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Large Language Models | May 20, 2025 | GPULifelong learning | CodeCode Available | 2 | 5 |
| LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners | May 17, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Towards Lifelong Learning of Large Language Models: A Survey | Jun 10, 2024 | Continual PretrainingIncremental Learning | CodeCode Available | 2 | 5 |
| IIRC: Incremental Implicitly-Refined Classification | Dec 23, 2020 | Classificationclass-incremental learning | CodeCode Available | 1 | 5 |
| ELLE: Efficient Lifelong Pre-training for Emerging Data | Mar 12, 2022 | Lifelong learning | CodeCode Available | 1 | 5 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 | 5 |
| GAN Memory with No Forgetting | Jun 13, 2020 | FormLifelong learning | CodeCode Available | 1 | 5 |
| Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning | Jun 10, 2019 | Age And Gender ClassificationContinual Learning | CodeCode Available | 1 | 5 |
| Continuous Coordination As a Realistic Scenario for Lifelong Learning | Mar 4, 2021 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| An Empirical Investigation of the Role of Pre-training in Lifelong Learning | Dec 16, 2021 | Continual Learningimage-classification | CodeCode Available | 1 | 5 |
| BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning | Feb 17, 2020 | de-enLifelong learning | CodeCode Available | 1 | 5 |
| Compacting, Picking and Growing for Unforgetting Continual Learning | Oct 15, 2019 | Age And Gender ClassificationContinual Learning | CodeCode Available | 1 | 5 |
| Automatically Optimized Gradient Boosting Trees for Classifying Large Volume High Cardinality Data Streams Under Concept Drift | Nov 30, 2019 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Continual evaluation for lifelong learning: Identifying the stability gap | May 26, 2022 | Continual LearningIncremental Learning | CodeCode Available | 1 | 5 |
| Accelerating lifelong reinforcement learning via reshaping rewards | Oct 17, 2021 | Lifelong learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning | Jun 6, 2025 | Lifelong learningparameter-efficient fine-tuning | CodeCode Available | 1 | 5 |
| Deep Bayesian Unsupervised Lifelong Learning | Jun 13, 2021 | Bayesian InferenceLifelong learning | CodeCode Available | 1 | 5 |
