2https://www.bl.uk/people/elton-mayo
3https://www.prisonexp.org/conclusion/
4https://sproutsschools.com/behavioral-sink-the-mouse-utopia-experiments/

33

Social

Behavior §5.1.1

Individual behaviors

PaLM-E [120], Reflexion [169],
Voyager [190], LLM+P [125],

CoT [95], ReAct [91], etc.

Group behaviors

ChatDev [109], ChatEval [171], AutoGen

[406], RoCo [403], ProAgent [407],

AgentVerse [410], Xu et al. [499], etc.

Behavior and
Personality §5.1

Personality §5.1.2

Cognition

Emotion

Character

Binz et al. [500], Dasgupta et
al. [501], Dhingra et al. [502],

Hagendorff et al.[503], etc.

Wang et al. [504], Curry
et al. [505], Elyoseph et al.
[506], Habibi et al. [507], etc.

Caron et al. [508], Pan et al. [509], Li
et al. [510], Safdari et al. [511], etc.

Agent Society: From In-
dividuality to Sociability

Text-based

Environment §5.2.1

Textworld [512], Urbanek et al.

[513], Hausknecht et al. [514], Am-

manabrolu et al. [432], CAMEL
[108], Hoodwinked [515], etc.

Social
TheRiseandPotentialofLargeLanguageModel BasedAgents