4 citations · 10 across the 15 of their papers we have counts for
3 papers · 1 filter
Emergent Communication for Co-constructed Emotion Between Embodied Agents via Collective Predictive Coding
Zehang Zhang, Nguyen Le Hoang, Tadahiro Taniguchi +1
According to the theory of constructed emotion, the brain actively forms emotion categories by integrating multimodal bodily signals, and constructs emotional experiences by using…
Reward-Independent Messaging for Decentralized Multi-Agent Reinforcement Learning
Naoto Yoshida, Tadahiro Taniguchi
In multi-agent reinforcement learning (MARL), effective communication improves agent performance, particularly under partial observability. We propose MARL-CPC, a framework that en…
Decentralized Collective World Model for Emergent Communication and Coordination
Kentaro Nomura, Tatsuya Aoki, Tadahiro Taniguchi +1
We propose a fully decentralized multi-agent world model that enables both symbol emergence for communication and coordinated behavior through temporal extension of collective pred…