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(ICLR 2026) Pytorch implementation of "IDER: Idempotent Experience Replay for Reliable Continual Learning"

Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs, AAAI 2023

A pytorch compatible data loader to create sequence of tasks for Continual Learning

[CVPR 2022 Oral] Lifelong Graph Learning (Feature Matching)

We introduce ADAM, An emboDied causal Agent in Minecraft, that can autonomously navigate the open world, perceive multimodal contexts, learn causal world knowledge, and tackle complex tasks through lifelong learning.

[AAAI-2024] MATS-LP addresses the challenging problem of decentralized lifelong multi-agent pathfinding. The proposed approach utilizes a combination of Monte Carlo Tree Search and reinforcement learning for resolving conflicts.

Lifelong Learning of Graph Neural Networks for Open-World Node Classification

Official Implementation of Remembering for the Right Reasons (ICLR 2021)

AR1* with Latent Replay, implemented in PyTorch

Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning