RRM: Experience-Driven Reflective Retrieval Memory for Long-Horizon Multimodal Reasoning

arXiv:2607.28156 · cs.CL · Submitted 2026-07-30 · Read on arXiv

Jingxiang Fan, Junbao Zhuo, Bochao Zou

cs.CL

Submitted: 2026-07-30

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Multimodal Reasoning — 11× in this paper · explained in 5 episodes
Benchmark — 8× in this paper · explained in 2 episodes
Reflective Retrieval Memory — 7× in this paper
Accuracy — 5× in this paper · explained in 1 episode
Online Query Reflection — 5× in this paper
Adaptation — 4× in this paper
Redundancy — 4× in this paper · explained in 2 episodes
Ablation — 3× in this paper · explained in 1 episode
Generator — 3× in this paper · explained in 2 episodes
Procedural Knowledge — 3× in this paper · explained in 3 episodes
Ablation Study — 2× in this paper · explained in 3 episodes
Failure Modes — 2× in this paper · explained in 3 episodes
General Knowledge — 2× in this paper
Hyperparameters — 2× in this paper · explained in 2 episodes
Online Adaptation — 2× in this paper · explained in 3 episodes
Person Understanding — 2× in this paper
Benchmarking — 1× in this paper · explained in 4 episodes
Core — 1× in this paper · explained in 2 episodes
Evaluation Protocol — 1× in this paper · explained in 2 episodes
MLLMs — 1× in this paper · explained in 2 episodes
Reinforcement Learning — 1× in this paper · explained in 4 episodes
Robustness — 1× in this paper · explained in 6 episodes

Sources

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