Various experiments related to AGI
Dynamic energy budgeting and behavioural shaping along complex task execution in robotics using reinforcement learning,
A simulation program for insulin-glucose homeostasis.
Notable runaway-optimiser-like LLM failure modes on Biologically and Economically aligned AI safety benchmarks for LLM-s with simplified observation format. The benchmark themes include multi-objective homeostasis, (multi-objective) diminishing returns, complementary goods, sustainability, multi-agent resource sharing.
Code and material for the poster presented at SPARS
Explores intra-layer neuronal mechanisms in spiking neural networks, implementing Lateral Inhibition, KWTA, and Homeostasis to enhance learning and pattern recognition.
Inference on Homeostatic Belief Precision, Biological Psychology 2021
SimThyr is a continuous simulation program for the human pituitary-thyroid feedback control system. Applications of this program cover research, including development of hypotheses, and education of students in biology and medicine, nurses and patients.
Optimal balance predicts/explains amplitude and decay time of iPSGs (Kim & Fiorillo 2017)
SPINA is software for determining constant structure-parameters of endocrine feedback control systems from hormone levels obtained in vivo. The first version of this cybernetic approach allows for evualuating the functional status of the thyroid gland, i.e. thyroid's secretory capacity (GT or SPINA-GT) and sum activity of peripheral deiodinases …
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