Motor system-dependent effects of amygdala and ventral striatum lesions on explore-exploit behaviors

Franco Giarrocco, Vincent D Costa, Benjamin M. Basile, Maia S. Pujara, Elisabeth A. Murray, B. Averbeck
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Abstract

Deciding whether to forego immediate rewards or explore new opportunities is a key component of flexible behavior and is critical for the survival of the species. Although previous studies have shown that different cortical and subcortical areas, including the amygdala and ventral striatum (VS), are implicated in representing the immediate (exploitative) and future (explorative) value of choices, the effect of the motor system used to make choices has not been examined. Here we tested male rhesus macaques with amygdala or VS lesions on two versions of a three-arm bandit task where choices were registered with either a saccade or an arm movement. In both tasks we presented the monkeys with explore-exploit tradeoffs by periodically replacing familiar options with novel options that had unknown reward probabilities. We found that monkeys explored more with saccades but showed better learning with arm movements. VS lesions caused the monkeys to be more explorative with arm movements and less explorative with saccades, although this may have been due to an overall decrease in performance. VS lesions affected the monkeys’ ability to learn novel stimulus-reward associations in both tasks, while after amygdala lesions this effect was stronger when choices were made with saccades. Further, on average, VS and amygdala lesions reduced the monkeys’ ability to choose better options only when choices were made with a saccade. These results show that learning reward value associations to manage explore-exploit behaviors is motor-system dependent and they further define the contributions of amygdala and VS to reinforcement learning.Significance StatementThe amygdala and VS are known to be important for learning reward associations and for mediating explore-exploit behaviors. These behaviors are typically studied in experimental paradigms where choices are made with a single motor system. Here we show that nonhuman primates mediate explore-exploit behaviors in a motor system-dependent way. Monkeys were more explorative with eye movements but showed better learning performance with arm movements. Moreover, we showed different effects of amygdala and VS lesions on explore-exploit behaviors based on the motor system implementing task choices. Thus, we further define amygdala and VS contributions to explore-exploit behaviors and suggest that a different value representation might be driving learning in the oculomotor and skeletomotor systems.
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杏仁核和腹侧纹状体损伤对探索-发现行为的运动系统依赖性影响
决定是放弃眼前的奖励还是探索新的机会是灵活行为的关键组成部分,对物种的生存至关重要。虽然先前的研究表明,不同的皮层和皮层下区域,包括杏仁核和腹侧纹状体(VS),涉及代表选择的即时(利用)和未来(探索)价值,但用于做出选择的运动系统的影响尚未得到检验。在这里,我们测试了有杏仁核或VS损伤的雄性恒河猴,在两种版本的三臂强盗任务中,选择用扫视或手臂运动来记录。在这两个任务中,我们通过定期将熟悉的选项替换为具有未知奖励概率的新选项,向猴子展示探索-利用权衡。我们发现猴子更多地使用扫视,但在手臂运动方面表现出更好的学习能力。VS损伤导致猴子在手臂运动时更具探索性,而在扫视时更具探索性,尽管这可能是由于整体表现下降所致。VS损伤影响了猴子在两项任务中学习新的刺激-奖励关联的能力,而杏仁核损伤后,当用扫视做出选择时,这种影响更强。此外,平均而言,只有在用扫视做出选择时,VS和杏仁核损伤才会降低猴子做出更好选择的能力。这些结果表明,管理探索-利用行为的学习奖励价值关联依赖于运动系统,并进一步定义了杏仁核和VS对强化学习的贡献。杏仁核和VS对于学习奖励关联和中介探索-利用行为是重要的。这些行为通常在实验范式中进行研究,其中选择是由单个运动系统做出的。在这里,我们发现非人类灵长类动物以运动系统依赖的方式调节探索-利用行为。猴子在眼球运动方面更具探索性,但在手臂运动方面表现出更好的学习表现。此外,我们还发现杏仁核和VS损伤对基于运动系统执行任务选择的探索-利用行为的不同影响。因此,我们进一步定义了杏仁核和VS对探索-利用行为的贡献,并提出不同的价值表征可能正在推动动眼肌和骨骼运动系统的学习。
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