Does Reasoning Enhance Learning?
نویسنده
چکیده
Utilizing the well-known Ultimatum Game, this note presents the following phenomenon. If we start with simple stimulus-response agents, learning through naive reinforcement, and then grant them some introspective capabilities, we get outcomes that are not closer but farther away from the fully introspective game-theoretic approach. The cause of this is the following: there is an asymmetry in the information that agents can deduce from their experience, and this leads to a bias in their learning process. J.E.L. classification codes: C7, D8
منابع مشابه
Ethnomethodology and Conversational Analysis
In a speech community, people utilize their communicative competence which they have acquired from their society as part of their distinctive sociolinguistic identity. They negotiate and share meanings, because they have commonsense knowledge about the world, and have universal practical reasoning. Their commonsense knowledge is embodied in their language. Thus, not only does social life depend...
متن کاملA glimpse of the impact of dyscalculia in the process of learning From Diagnosis to assess
One common factor among the general decline in students, poor math skills. To Nzrkvsk, mathematics disorder (calculated question) is math abilities Drasrasyb inherited Developmental disorder processes in the brain centers that math ability is growth emerges. Dyscalculia should be noted that the calculation does not imply weakness in practice, it is the perfect math skills and even larger (Alain...
متن کاملImproving Agent Performance for Multi-Resource Negotiation Using Learning Automata and Case-Based Reasoning
In electronic commerce markets, agents often should acquire multiple resources to fulfil a high-level task. In order to attain such resources they need to compete with each other. In multi-agent environments, in which competition is involved, negotiation would be an interaction between agents in order to reach an agreement on resource allocation and to be coordinated with each other. In recent ...
متن کاملExamining functional mechanisms of imitative learning in infancy: does teleological reasoning affect infants' imitation beyond motor resonance?
Recently, researchers have been debating whether infants' selective imitative learning is primarily based on sensorimotor processes (e.g., motor resonance through action perception) or whether inferential processes such as teleological reasoning (i.e., reasoning about the efficiency of others' actions) predominantly explain selective imitation in infancy. The current study directly investigated...
متن کاملTowards Informed Reinforcement Learning
In this paper, we introduce the ideas of Informed Reinforcement Learning, an extension of Relational Reinforcement Learning, in which partial world models are being learned, in order to improve convergence to the optimal policy, using goal-oriented reasoning. Furthermore, an algorithm is presented to enhance an RRL-agent with reasoning capabilities.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 1996