Decision Titan: Test-Time Training for Long-Term Memory in Offline Reinforcement Learning

Jude Waide, Robert Lieck

Long-term dependencies remain a major challenge for sequential decision-making in the field of AI: RNNs suffer from vanishing gradients and the limited expressivity of vector-based…