4.1 Editorial Material

Extrinsic rewards, intrinsic rewards, and non-optimal behavior

Journal

JOURNAL OF COMPUTATIONAL NEUROSCIENCE
Volume 50, Issue 2, Pages 139-143

Publisher

SPRINGER
DOI: 10.1007/s10827-022-00813-z

Keywords

Decision making; Optimal behaviour; Curiosity; Intrinsic motivation; Exploration; Reward processing

Funding

  1. CRCNS BSF-NSF program [2016688]
  2. Israel Science Foundation (ISF) [1126/18]
  3. Neubauer Foundation

Ask authors/readers for more resources

Behavioral optimality in experiments is typically based on extrinsic rewards defined by experimenters, but non-rewarding actions are pervasive. Non-optimal behaviors can provide insights into important brain processes that are driven by motivations other than extrinsic rewards.
The optimality of behavior in experimental settings is usually determined with respect to an extrinsic reward defined by the experimenters. However, actions that do not lead to reward are ubiquitous in many species and in many experimental paradigms. Modern research on decision processes commonly treat non-optimal behaviors as noise, often excluding from analysis animals that do not reach behavioral performance criteria. However, non-optimal behaviors can be a window on important brain processes. Here we explore the evidence that non-optimal behaviors are the consequence of intrinsically motivated actions, related to drives that are different from that of obtaining extrinsic reward. One way of operationally characterizing these drives is by postulating intrinsic rewards associated with them. Behaviors that are apparently non-optimal can be interpreted as the consequence of optimal decisions whose goal is to optimize a combination of intrinsic and extrinsic rewards. We review intrinsic rewards that have been discussed in the literature, and suggest ways of testing their existence and role in shaping animal behavior.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.1
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available