Pain-Belief

The latent state inferred by the agent representing its belief about being in pain, used as exploration signal

Neighborhood — ranked by edge-count

framework

Introspective Exploration Component
introduces
The novel framework introduced in the paper: an HMM-based pain-belief signal integrated into the reward function to drive exploration

method

Forward Algorithm
implements
Used to update pain beliefs online from observations of happiness

concept

Dynamic Exploration Incentive
implements
The property of the pain-belief signal that adapts to environmental changes rather than providing a fixed exploration bonus
Intrinsic Learning Signal
associated_with
The pain-belief component serves as a dynamic intrinsic motivation for exploration beyond external reward

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Superstitious Beliefconcept0.777
Incorrect abduction arising from chance occurrences consistent with prior beliefs; leads to persistently poor behavior
Belief Shiftconcept0.767
Change in the model's internal belief state as tracked by probes during CoT generation, indicating genuine uncertainty resolution
Feelingconcept0.758
The experiential measure of life; a living process is congruent with and governed by feeling, and the feeling a place presents is the measure of its life.
Feelingsconcept0.753
Salient vectors in the space of emotions and intuitions; percepts of emotion, physiological valence, and extra-intellectual evaluation of reality
Posterior Beliefsconcept0.752
Approximate posterior distribution over hidden states, policies, and parameters; updated by minimizing VFE
Feeling (as distinct from emotion)concept0.747
Alexander distinguishes 'feeling' — the sense of being part of the ocean, sky, world — from emotions like happiness, sadness, or anger
Belief Propagationmethod0.745
Inference mechanism underlying active inference; updates posterior beliefs via gradient descent on free energy.
Gods (psychological concept)concept0.742
Agentic representations of the collective agency of organisms; selves capable of possessing multiple minds; psychological reality co-creating human cultures