3 papers
cs.LG2026
Mind Dreamer: Untethering Imagination via Active Causal Intervention on Latent Manifolds
Shaojun Xu, Xiaoling Zhou, Yihan Lin +4
Model-Based Reinforcement Learning yields sample efficiency via latent imagination, yet remains constrained by Historical Tethering: imagination is typically initialized from obser…
q-bio.NC2026
Joint sparse coding and temporal dynamics support context reconfiguration
Qianqian Shi, Yue Che, Faqiang Liu +6
Adaptive behavior requires the brain to transition between distinct contexts while maintaining representations of prior experience. The ability to reconfigure neural representation…
cs.CY2024
General Automatic Solution Generation of Social Problems
Tong Niu, Haoyu Huang, Yu Du +3
Given the escalating intricacy and multifaceted nature of contemporary social systems, manually generating solutions to address pertinent social issues has become a formidable task…