Kenji Itao
@kenjiitao.bsky.social
60 followers 49 following 12 posts
Postdoc at RIKEN (Japan), exploring human history with evolutionary models. Focus: universal anthropology, cultural evolution, statistical physics, and complex systems theory. https://scholar.google.com/citations?user=yKxFW-IAAAAJ&hl=en
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kenjiitao.bsky.social
🔔ACE Seminar:
We’re thrilled to welcome Dr. Siyang Luo from Sun Yat-sen University!

🗓 Mon, Sep 22 at 7:00 PM JST (18:00 (Perth/Singapore/Beijing), 19:00 (Tokyo/Seoul), 20:00 (Sydney))
✉️ To receive the Zoom link, send a blank email to: [email protected]
kenjiitao.bsky.social
(iii) moderate diversity within groups adds flexibility to collective dynamics, improving efficiency, equity, and robustness, and
(iv) while management burden grows exponentially with group size, allowing gradual population growth shifts this scaling from exponential to a power law.
kenjiitao.bsky.social
We argue that (i) the simple principle “wait when rich, harvest when below average” enables sustainability and punishes selfish cheaters,
(ii) labor division among turn-taking clusters spontaneously emerge,
kenjiitao.bsky.social
We extend our evolutionary dynamical-systems game theory to multi-player settings.
In our model, each player’s harvesting decisions shape resource dynamics and depend on the resource state, the player's wealth, and the group-average wealth. Evolution of decision-making functions is simulated.
Reposted by Kenji Itao
watarutoyokawa.bsky.social
【🚨ACE Seminar Alert🚨】We're excited to have Dr Ryutaro @uchiyama.bsky.social joining from Singapore on Tuesday 29th July at 7pm in Tokyo (6pm in Singapore/12am in Berlin)!

You can sign up for the mailing list to get the zoom link by sending a blank email to [email protected]
Title:
Motor–environment exploration in the human developmental niche

Absract:
In real behavioral ecologies, adaptive learning requires simultaneous exploration of both motor control and environmental task structure ("world model"), each presenting its own form of open-ended search complexity. We know much about each of these learning domains, but relatively little about their joint exploration space. I propose that this dual motor–environment exploration is crucial for understanding the human evolutionary niche. Human agency prolifically shapes environments that in turn shape our learning trajectories, presumably yielding a reciprocal (niche-constructive) feedback loop that couples mental structures to environmental structures and vice versa. Dual motor–environment exploration helps illuminate the explore–exploit landscape of this deeply collective, near-eusocial epigenetic milieu. It also offers unique computational and teleological perspectives on phenomena like cultural learning, social cognition, and behavioral creativity – complementing the population-level stochastic mechanisms proposed by cultural evolutionary theories.
Reposted by Kenji Itao
watarutoyokawa.bsky.social
The 4th Asian Cultural Evolution Seminar is coming soon on 20 May!

Sign up for the mailing list to get the zoom link, by sending a blank email to [email protected]
Reposted by Kenji Itao
kenjiitao.bsky.social
Excited to share our latest paper published in PNAS!
We introduced a new theoretical framework, "evolutionary dynamical-systems game theory," to explain how rules for sustainable resource use self-organize.
🔗 www.pnas.org/doi/abs/10.1...
Self-organized institutions in evolutionary dynamical-systems games | PNAS
Social institutions are systems of shared norms and rules that regulate people’s behaviors, often emerging without external enforcement. They provi...
www.pnas.org
kenjiitao.bsky.social
Our simulations show how communities spontaneously evolve norms to distinguish cooperative from defective actions, along with mechanisms to punish norm violators. This reveals the spontaneous formation of effective institutions from the bottom-up.
kenjiitao.bsky.social
Traditionally, game theory has fixed strategies and payoffs. Our approach instead describes these as functions, changing dynamically based on environmental and players' states, enabling modeling of evolving institutions.
kenjiitao.bsky.social
Our framework extends traditional game theory by incorporating dynamical-systems perspectives in two key ways:
1️⃣ Players’ actions affect environmental conditions dynamically.
2️⃣ Players’ strategies evolve as “decision-making functions.”
kenjiitao.bsky.social
To broadly realize sustainable resource use, we must understand the mechanisms behind the emergence and sustainability of institutions. This question motivated us to develop the evolutionary dynamical-systems game theory.
kenjiitao.bsky.social
Field studies have reported cases where communities spontaneously develop institutions to sustainably manage resources. However, there are also cases where the absence or failure of institutions leads to the tragedy of the commons.
kenjiitao.bsky.social
Sustainable use of common-pool resources requires cooperation, meaning individuals must use resources within appropriate limits. To achieve this, communities need "institutions"—norms defining cooperation and sanctions for violators.
kenjiitao.bsky.social
Excited to share our latest paper published in PNAS!
We introduced a new theoretical framework, "evolutionary dynamical-systems game theory," to explain how rules for sustainable resource use self-organize.
🔗 www.pnas.org/doi/abs/10.1...
Self-organized institutions in evolutionary dynamical-systems games | PNAS
Social institutions are systems of shared norms and rules that regulate people’s behaviors, often emerging without external enforcement. They provi...
www.pnas.org