A Cognitive Hierarchy Model of Games

By Colin F. Camerer, Teck-Hua Ho, Juin-Kuan Chong. 2004

1,759 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Management Science and Operations Research, Safety Research

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Citations in the corpus

Machine Theory of Mind (2018, background): “…RL (Ng et al., 2000; Abbeel & Ng, 2004), Bayesian inference (Lucas et al., 2014; Evans et al., 2016), Bayesian Theory of Mind (Baker et al., 2011; Jara-Ettinger et al., 2016; Baker et al., 2017) or game theory (Camerer et al., 2004; Yoshida et al., 2008; Camerer, 2010; Lanctot et al., 2017).”
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning (2017, background): “The work that closely resembles ours is level-k thinking [20] where level k agents respond to level k − 1 agents, and more closely cognitive hierarchy [18], in which responses are to distributions over levels {0, 1, .”
Learning to Reason Pragmatically with Cognitive Limitations (2014, background): “These concerns can be mitigated by stipulations about depth of iteration (Camerer et al., 2004; Franke, 2009; Jäger, 2007, 2012), but the models remain computationally demanding and powerful.”
Who Thinks about the Competition? Managerial Ability and Strategic Entry in US Local Telephone Markets (2011, neutral): “…which characterizes the entry decisions of facilitiesbased CLECs in 234 midsize US markets with populations between 100,000 and 1,000,000 as of the 2000 Census, reveals that older, more experienced CEOs and CEOs with degrees in economics or business tended to enter markets with fewer competitors.”
Presidential Address: Social Transmission Bias in Economics and Finance (2020, neutral): “…favorably during the inception phase of an action 21 This is reflected in the cognitive hierarchy model in game theory (level-k thinking; see, Camerer, Ho, and Chong (2004)), cursed equilibrium (Eyster and Rabin (2005)), and the extensive experimental evidence that motivates these approaches.”
Monte Carlo Planning Method Estimates Planning Horizons during Interactive Social Exchange (2015, methodology): “It is a tenet of cognitive hierarchy theory [9] that the hierarchy terminates finitely and for many tasks after only very few steps (e.”
The Effect of In-Store Travel Distance on Unplanned Spending: Applications to Mobile Promotion Strategies (2013, methodology): “In addition, the 1SLA assumption is more consistent with previous research in experimental economics (Camerer, Ho, and Chong 2004) and pedestrian modeling (Antonini, Bierlaire, and Weber 2006; Helbing and Molnar 1995).”
Behavioral Contract Theory (2014, background): “23 See Thaler and Sunstein (2008) and Camerer et al. (2003) for arguments in favor of such interventions, as well as some examples.”
The effect of short-selling on bubbles and crashes in experimental spot asset markets (2006, background): “This type of belief is known as a level-1 belief (Stahl (1993), Nagel (1995), Camerer, Ho, and Chong (2004)).”
A Survey of Learning in Multiagent Environments: Dealing with Non-Stationarity (2017, methodology): “, fairness, reciprocity, deception) were grouped under the name of behavioural game theory (Camerer et al., 2004).”