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相关论文: Evolution of Fear and Social Rewards in Prey-Preda…

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Popular hypotheses about the origins of collective adaptation are related to two basic behaviours: protection from predators and a combined search for food resources. Among the anti-predator explanations, the predator confusion hypothesis…

多智能体系统 · 计算机科学 2022-09-15 Georgi Ivanov , George Palamas

The reward system is one of the fundamental drivers of animal behaviors and is critical for survival and reproduction. Despite its importance, the problem of how the reward system has evolved is underexplored. In this paper, we try to…

神经与进化计算 · 计算机科学 2024-06-24 Yuji Kanagawa , Kenji Doya

Swarming behaviors in animals have been extensively studied due to their implications for the evolution of cooperation, social cognition, and predator-prey dynamics. An important goal of these studies is discerning which evolutionary…

种群与进化 · 定量生物学 2015-03-13 Randal S. Olson , Arend Hintze , Fred C. Dyer , David B. Knoester , Christoph Adami

The comprehension of how local interactions arise in global collective behavior is of utmost importance in both biological and physical research. Traditional agent-based models often rely on static rules that fail to capture the dynamic…

种群与进化 · 定量生物学 2023-08-25 Jianan Li , Liang Li , Shiyu Zhao

Predator-prey coevolution is commonly thought to result in reciprocal arms races that produce increasingly extreme and complex traits. However, such directional change is not inevitable. Here, we provide evidence for a previously…

种群与进化 · 定量生物学 2014-02-18 Aaron P Wagner , Luis Zaman , Ian Dworkin , Charles Ofria

There are many positive and negative factors present in the predator-prey interaction which affect the net growth of the species. Fear of predation is one such factor that creates psychological stress in a prey species, which causes a…

种群与进化 · 定量生物学 2025-03-25 Sangeeta Saha , Swadesh Pal , Roderick Melnik

Reinforcement learning (RL) is a powerful machine learning technique that has been successfully applied to a wide variety of problems. However, it can be unpredictable and produce suboptimal results in complicated learning environments.…

多智能体系统 · 计算机科学 2024-11-19 Brian Mintz , Feng Fu

Simulation of population dynamics is a central research theme in computational biology, which contributes to understanding the interactions between predators and preys. Conventional mathematical tools of this theme, however, are incapable…

多智能体系统 · 计算机科学 2020-02-11 Jun Yamada , John Shawe-Taylor , Zafeirios Fountas

Emotions are intimately tied to motivation and the adaptation of behavior, and many animal species show evidence of emotions in their behavior. Therefore, emotions must be related to powerful mechanisms that aid survival, and, emotions must…

人工智能 · 计算机科学 2018-07-26 Joost Broekens

Reinforcement learning (RL) is a machine learning approach that trains agents to maximize cumulative rewards through interactions with environments. The integration of RL with deep learning has recently resulted in impressive achievements…

神经与进化计算 · 计算机科学 2023-08-31 Hui Bai , Ran Cheng , Yaochu Jin

Animal grouping behaviors have been widely studied due to their implications for understanding social intelligence, collective cognition, and potential applications in engineering, artificial intelligence, and robotics. An important…

种群与进化 · 定量生物学 2015-11-25 Randal S. Olson , David B. Knoester , Christoph Adami

Our wellbeing depends as much on our personal success, as it does on the success of our society. The realization of this fact makes cooperation a very much needed trait. Experiments have shown that rewards can elevate our readiness to…

物理与社会 · 物理学 2012-09-12 Attila Szolnoki , Matjaz Perc

Evolution gave rise to human and animal intelligence here on Earth. We argue that the path to developing artificial human-like-intelligence will pass through mimicking the evolutionary process in a nature-like simulation. In Nature, there…

人工智能 · 计算机科学 2020-05-07 João P. Abrantes , Arnaldo J. Abrantes , Frans A. Oliehoek

Cooperation, fairness, trust, and resource coordination are cornerstones of modern civilization, yet their emergence remains inadequately explained by the persistent discrepancies between theoretical predictions and behavioral experiments.…

种群与进化 · 定量生物学 2026-05-21 Guozhong Zheng , Xin Ou , Shengfeng Deng , Jiqiang Zhang , Li Chen

Biological and social scientists have long been interested in understanding how to reconcile individual and collective interests in iterated Prisoner's Dilemma. Many effective strategies have been proposed, and they are often categorized…

物理与社会 · 物理学 2023-08-30 Yohsuke Murase , Seung Ki Baek

Camouflage in nature seems to arise from competition between predator and prey. To survive, predators must find prey, and prey must avoid being found. This work simulates an abstract model of that adversarial relationship. It looks at…

图形学 · 计算机科学 2025-02-17 Craig Reynolds

A common idiom in biology education states, "Eyes in the front, the animal hunts. Eyes on the side, the animal hides." In this paper, we explore one possible explanation for why predators tend to have forward-facing, high-acuity visual…

种群与进化 · 定量生物学 2016-12-07 Randal S. Olson , Arend Hintze , Fred C. Dyer , Jason H. Moore , Christoph Adami

Evolution is a fundamental process that shapes the biological world we inhabit, and reinforcement learning is a powerful tool used in artificial intelligence to develop intelligent agents that learn from their environment. In recent years,…

神经与进化计算 · 计算机科学 2023-06-19 Taboubi Ahmed

Direct reciprocity is a mechanism for the evolution of cooperation in repeated social interactions. According to this literature, individuals naturally learn to adopt conditionally cooperative strategies if they have multiple encounters…

物理与社会 · 物理学 2023-11-07 Nikoleta E. Glynatsi , Alex McAvoy , Christian Hilbe

A growing body of multi-agent studies with LLMs explores how norms and cooperation emerge in mixed-motive scenarios, where pursuing individual gain can undermine the collective good. While prior work has explored these dynamics in both…

多智能体系统 · 计算机科学 2026-01-28 Prateek Gupta , Qiankun Zhong , Hiromu Yakura , Thomas Eisenmann , Iyad Rahwan
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