state-action representation

What is state-action representation?

A structured encoding that pairs an observed environment state with an action taken in that state.

In other languages

한국어상태·행동 표현

환경의 상태와 그에 대응하는 행동을 모델이 다루도록 수치화한 형식입니다.

日本語状態・動作表現

環境の状態と、それに対する動作を対応づけた形式です。

Related Terms

• Epistemic stateA representation of what a system knows, considers uncertain, or has yet to resolve.
• Embodied self-awarenessAbility of an agent to track its body state and relation to the environment
• Affective AttributionTechnique for assigning emotional states or causes to observed behavior, text, speech, or interaction signals
• Symbolic ReasoningA cognitive process that involves representing problems as symbols and manipulating them according to explicit rules, often contrasted with connectionist or probabilistic approaches in computing
• Credit assignmentProblem of determining which actions or decisions contributed to an observed outcome
• Closed-loop interactionSystem design where outputs influence later inputs through repeated observation, decision-making, and action cycles
• ProbingA technique for analyzing a model's internal representations to find what information it has learned and how it encodes it.
• Physical groundingThe process of connecting abstract symbolic or linguistic concepts to real-world physical properties or sensorimotor experiences
• Causal attributionMethod of assigning an observed outcome to a specific cause rather than a mere association