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20242026
most citedGoal-Conditioned Decision Transformer for Multi-Goal Offline Reinforcement Learning

1 citations · 1 across the 6 of their papers we have counts for

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cs.LG2026

TSN-Affinity: Similarity-Driven Parameter Reuse for Continual Offline Reinforcement Learning

Dominik Żurek, Kamil Faber, Marcin Pietron +2

Continual offline reinforcement learning (CORL) aims to learn a sequence of tasks from datasets collected over time while preserving performance on previously learned tasks. This s…

cs.LG2025

SatSOM: Saturation Self-Organizing Maps for Continual Learning

Igor Urbanik, Paweł Gajewski

Continual learning poses a fundamental challenge for neural systems, which often suffer from catastrophic forgetting when exposed to sequential tasks. Self-Organizing Maps (SOMs),…