From eye-blinks to state construction: Diagnostic benchmarks for online representation learning
- Banafsheh Rafiee,
- Zaheer Abbas,
- Sina Ghiassian,
- Raksha Kumaraswamy,
- Richard S Sutton,
- Elliot A Ludvig,
- Adam White
We present three new diagnostic prediction problems inspired by classical-conditioning experiments to facilitate research in online prediction learning. Experiments in classical conditioning show that animals such as rabbits, pigeons, and dogs can make ...
Adaptive functions in an agent-based model of an economic system
Agent-based models, with a history reaching back to the 1940s, have been cited as a useful technique for planning economic development and simulating the effect of economic crashes. These models offer an insightful alternative to the traditional ...
Self-organisation, (M, R)–systems and enactive cognitive science
The notion of self-organisation plays a major role in enactive cognitive science. In this paper, I review several formal models of self-organisation that various approaches in modern cognitive science rely upon. I then focus on Rosen’s account of self-...
Animals in Sociomaterial Processes: An Alternative to Inferential Processes in Animals’ Heads
Mindreading and behaviour-reading depict social cognition as an inferential process, taking place inside the individual. This process consists either of mental state ascription (mindreading) or application of general rules (behaviour-reading). In this ...
Nectar of the Bots: Evolving Bidirectional Referential Communication
Referential communication is central to social and collective behaviour, for example honey bees communicating nectar locations to each other or co-workers gossiping about a colleague. Since such behaviour typically is considered to be ‘representation ...
From integrative biology to the nerve impulse: Rethinking neural information and semiotics in functional systems perspective
Received concepts of neural activity, building on the technical concepts of information processing and coding, do not formulate the problems that an organism must formulate in order to cope with its environment. Specifically, this includes the problems ...