| 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 |
| Lifelong Learning of Large Language Model based Agents: A Roadmap | Jan 13, 2025 | Incremental LearningLanguage Modeling | CodeCode Available | 3 | 5 |
| LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning | Jun 5, 2023 | Benchmarking | CodeCode Available | 3 | 5 |
| Three scenarios for continual learning | Apr 15, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 | 5 |
| Towards Lifelong Learning of Large Language Models: A Survey | Jun 10, 2024 | Continual PretrainingIncremental Learning | CodeCode Available | 2 | 5 |
| LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners | May 17, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| LeanAgent: Lifelong Learning for Formal Theorem Proving | Oct 8, 2024 | Abstract AlgebraAutomated Theorem Proving | CodeCode Available | 2 | 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 |
