https://github.com/Breakend/gym-extensions
공식 코드Benchmark Environments for Multitask Learning in Continuous Domains
Papers with Code 아카이브
Lifelong learning
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관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/Debatrix/LifeLong-CLIP
공식 코드https://github.com/EkdeepSLubana/EMR
공식 코드How do Quadratic Regularizers Prevent Catastrophic Forgetting: The Role of Interpolation
https://github.com/EkdeepSLubana/QRforgetting
공식 코드How do Quadratic Regularizers Prevent Catastrophic Forgetting: The Role of Interpolation
https://github.com/GMvandeVen/continual-learning
공식 코드Generative replay with feedback connections as a general strategy for continual learning
https://github.com/GRASP-ML/LPG-FTW
공식 코드Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without Forgetting
https://github.com/GRASP-ML/Mendez2020Compositional
공식 코드https://github.com/Ge0rges/Plastic-Support-Structure
공식 코드A Novel Approach to Lifelong Learning: The Plastic Support Structure
https://github.com/HarryLui98/DMPEL
공식 코드Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning
https://github.com/HeyuanMingong/llirl
공식 코드Lifelong Incremental Reinforcement Learning with Online Bayesian Inference
https://github.com/JHKim-snu/GVCCI
공식 코드GVCCI: Lifelong Learning of Visual Grounding for Language-Guided Robotic Manipulation
https://github.com/KingSpencer/DBULL
공식 코드https://github.com/LCSL/incremental_multiclass_RLSC
공식 코드Incremental Robot Learning of New Objects with Fixed Update Time
https://github.com/LiuShiBen/DAFC
공식 코드Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identification
https://github.com/MSNLAB/Federated-Lifelong-Person-ReID
공식 코드Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges
https://github.com/MiaoyunZhao/GANmemory_LifelongLearning
공식 코드https://github.com/MineDojo/Voyager
공식 코드Voyager: An Open-Ended Embodied Agent with Large Language Models
https://github.com/NeurAI-Lab/MultiModal-CL
공식 코드Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning
https://github.com/Nithin-Holla/MetaLifelongLanguage
공식 코드Meta-Learning with Sparse Experience Replay for Lifelong Language Learning
https://github.com/SamuelSchmidgall/RandomMutationSearch
공식 코드https://github.com/TPCD/LifelongReID
공식 코드Lifelong Person Re-Identification via Adaptive Knowledge Accumulation
https://github.com/VadymV/events_lifelong_learning
공식 코드https://github.com/WenjinW/LLSEU
공식 코드https://github.com/XiaofengZhu/frosting_weights
공식 코드https://github.com/adekhovich/continual_defect_segmentation
공식 코드Continual learning for surface defect segmentation by subnetwork creation and selection
https://github.com/alibabaresearch/damo-convai
공식 코드Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue
https://github.com/amrgomaaelhady/icregress
공식 코드https://github.com/arthurdouillard/incremental_learning.pytorch
공식 코드PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning
https://github.com/ashafahi/RobustTransferLWF
공식 코드https://github.com/ashfaq1701/dqn-atari
공식 코드Learning To Play Atari Games Using Dueling Q-Learning and Hebbian Plasticity
https://github.com/bhrqw/ari
공식 코드https://github.com/caixd-220529/LifelongAgentBench
공식 코드LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners
https://github.com/caiyinqiong/l-2r
공식 코드L^2R: Lifelong Learning for First-stage Retrieval with Backward-Compatible Representations
https://github.com/capergroup/houdini
공식 코드https://github.com/chamwen/NT-Benchmark
공식 코드https://github.com/chandar-lab/CMAL_Hanabi
공식 코드Continuous Coordination As a Realistic Scenario for Lifelong Learning
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.