News / Field notes

Signals from
an evolving lab.

New systems, research milestones, conversations, and moments that move the work forward.

Familiar skills, new compositions: ACG-Bench and AE-VLA

Our new research blog explores arm-wise compositional generalization, with simulation and real-robot demonstrations.

MA-VLA and Attention-DP3 accepted to ECCV 2026

Two steps toward compositional multi-arm systems and spatially object-aware manipulation policies.

Think3D is featured in VALSE 2026 Wuhan

Think3D is featured at VALSE 2026 in Wuhan, highlighting our work on spatial reasoning.

Lab note

Invited lecture on OASIS at UCLA

A lecture on open, large-scale agent society simulation and the research it enables.

Lab note

CoMAS accepted to ICLR 2026

Interaction rewards enable language-model agents to continuously co-evolve without external supervision.

Visiting the Oxford Torr Vision Group

Zaibin joins the University of Oxford as a visiting Ph.D. student.

Lab note

OASIS released

An open social simulation platform supporting interactions among more than one million language-model agents.

PsySafe receives an ACL Outstanding Paper Award

Recognition for a systematic psychological perspective on multi-agent attack, evaluation, and defense.

Research featured by CCTV

A conversation on emerging agent systems and their broader impact.

Lab note