List of common words used by Agent

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information perception

English (language)	Chinese writing	Chinese Explanation
perception	perceptual	Refers to the process of acquiring information about the environment through the senses, which includes visual, auditory, tactile, and other modes of perception.
Observation	heed	Refers to the process of gathering information, either actively or passively, such as observing changes in the environment and observing the behavior of others.
Perception-Action Loop	Perception-action cycle	is a continuous process that involves perceiving the environment, making decisions and executing actions, followed by a new round of perception based on the results of the actions.
Perception-Action Coupling	Perception-action coupling	Refers to the strong correlation between perception and action, where the perception outcome influences the action decision and the action outcome influences a new round of perception.
Attention	attention	It is the centralized processing of specific information, i.e., filtering out the most important information from a large amount of information to be processed.
Environment	matrix	It is the place where agents act and interact, including the physical and social environments, etc.

Interaction and Communication

English (language)	Chinese writing	Chinese Explanation
Social Interaction	social interaction	Refers to interactive behaviors between individuals, such as conversation, cooperation, and competition.
Interaction	each other	Refers to the process of interaction between individuals, which can be human-to-human, human-to-machine, or machine-to-machine.
Communication	correspond (by letter etc)	Refers to the transmission and reception of information, which can be in the form of speech, writing, symbols, etc.
Feedback	send back information	It is a response to a behavior or outcome that is used to evaluate and guide behavior.
Human-Agent Interaction	human-agent interaction	Refers to human interaction with an intelligent agent (e.g., an AI system), such as conversing with the AI via voice or text.
Natural Language Interaction	natural language interaction	Refers to interactions using natural language (e.g., Chinese, English), commonly seen in human-AI interactions.
negotiation	talk things over	It is the process of reaching consensus through dialog and discussion, often used to resolve disputes or decide on a course of action.
Cooperation	collaborative	Refers to parties working together to achieve a common goal, requiring coordinated action and shared resources.
Collaboration	coordination	Refers to the process of working together among individuals to accomplish a task, emphasizing teamwork and division of labor.
Competition	competitiveness	Refers to confrontation between individuals or teams to achieve a goal, such as market competition, contests, etc.
Adversarial Interaction	confrontational interaction	Refers to competitive interactions between individuals, such as adversarial games, competitive markets, etc.

Memorization of knowledge

English (language)	Chinese writing	Chinese Explanation
Knowledge	knowledge-related	It is the understanding and knowledge of things, which can be facts, theories, skills, etc.
Context	(textual) context	is contextual information in a particular situation, often important for understanding and decision-making.
Learning	do	It is the process of acquiring new knowledge or skills through experience, which can be through reading, practicing, reflecting, etc.
Learning Algorithm	learning algorithm	are computational methods used to extract knowledge from data, such as decision trees, neural networks, etc.
Learning Agent	Learning Agent	are intelligent agents with the ability to learn to improve their performance.
Reinforcement Learning	Intensive learning	It is a special kind of machine learning method that learns through trial and error and rewarding feedback.
Meta-Learning	meta-learning	It is the process of learning how to learn, with the goal of improving learning efficiency and adaptability.
Learning Model	learning model	It is a theoretical model that describes the learning process, e.g., cognitive load theory, deep learning model, etc.
Transfer Learning	transfer learning	It is the process of applying knowledge learned in one task to another task and is used to improve learning efficiency and generalization.
Multi-Task Learning	multitasking	It is the process of learning multiple tasks at the same time, which allows for the sharing of learning resources and improves learning efficiency.
Active Learning	Active Learning	It is the process by which the model actively selects the most valuable data for learning and is used to improve learning efficiency.
Reinforcement Learning Agent	Reinforcement Learning Agent	are intelligent agents that use reinforcement learning methods to learn through interaction with the environment.

Cognition and understanding

English (language)	Chinese writing	Chinese Explanation
Understanding	understandings	It is an in-depth understanding of the information or situation, including understanding the facts, understanding the intent, and understanding the cause.
Intent Comprehension	Intentional understanding	It is the understanding and parsing of intentions, e.g., understanding the intentions of others, understanding one's own intentions, etc.
Intent	schematic diagram	It is the intention or plan to do something, such as the intention to learn, the intention to buy, etc.
comprehension	understandings	It is the recognition and understanding of information or situations, which can be understanding language, understanding images, understanding situations, etc.
Semantic Understanding	semantic understanding	It is the understanding of the meaning of language, such as understanding the meaning of words and understanding the meaning of sentences.
Natural Language Understanding	natural language understanding	It is the understanding and parsing of natural language, an important task in natural language processing.
Cognitive Ability	cognitive ability	It is the ability to understand, learn, and solve problems, including the ability to memorize, pay attention, think, and reason.
Cognitive Architecture	cognitive architecture	It is a theoretical framework that describes cognitive processes, such as the working memory model and the long-term memory model.
Cognitive Model	cognitive model	It is a theoretical model that describes cognitive processes, such as the cognitive load theory and the working memory model.
Context-awareness	context-sensitive	It is the understanding and utilization of environmental contextual information, such as making decisions based on contextual information such as weather, time, and location.
Brain	hippocampus	It is an organ that controls thinking and behavior and contains structures such as neurons and neural networks.
Generalization	generalization (math.)	It is the ability to apply learned knowledge to new situations and is an important goal of learning and cognition.
Imitation	imitations	It is the process of learning by observing and copying the behavior of others, a form of social learning.
Intention Prediction	Intentional forecasting	It is the process of predicting the intention of future actions, such as predicting a user's intention to buy, predicting a pedestrian's intention to walk, etc.
Cognition	cognitively	It is the process of processing information and forming ideas, including activities such as memorization, comprehension, reasoning, and creativity.

Thinking and Reasoning

English (language)	Chinese writing	Chinese Explanation
Reasoning	inference	It is the process of drawing conclusions based on known information, e.g., logical reasoning, causal reasoning, etc.
Thought	reflections	It is the process of processing information and forming ideas, including activities such as memorization, comprehension, reasoning, and creativity.
Emotion	move (emotionally)	It is a subjective response to a specific situation, such as happiness, sadness, anger, fear, etc.
Desire	aspiration	It is a strong hope for something, such as a desire for success, knowledge, etc.
Belief	belief	It is a firm opinion or trust in something, such as faith, trust, belief, etc.
Inference	extrapolate	It is the process of drawing conclusions based on evidence, e.g., statistical inference, logical inference, etc.
Problem Solving	Problem solving	It is the process of identifying and implementing solutions to problems, including the steps of understanding the problem, finding a solution, and implementing the solution.
Problem-Solving	sort	It is the process of identifying and implementing solutions to problems, including the steps of understanding the problem, finding a solution, and implementing the solution.
Intelligent Agent	Intelligent Agents	It is an automated entity with a certain level of intelligence that is capable of sensing the environment, making decisions, performing actions, etc.
Collaborative Decision-Making	collaborative decision-making	It is a decision-making process in which multiple parties are involved, e.g., team decision-making, group decision-making, etc.

Decision-making and action

English (language)	Chinese writing	Chinese Explanation
Decision-Making	Decision-making	is the process of choosing a course of action, which includes steps such as defining the problem, finding options, evaluating the options, and choosing the best option.
Decision Model	decision model	It is a theoretical model that describes the decision-making process, such as decision tree, Markov decision process, etc.
Adaptation	adaptive	It is the process of adjusting behavior to fit the environment, e.g., adapting to a new environment, adapting to new rules, etc.
Optimization	make superior	It is the process of finding the optimal solution, such as optimization algorithms, optimization models, etc.
Policy	be tactful	It is the rules or guiding principles that determine actions, such as decision-making strategies, action strategies, etc.
Goal	goal	It is the outcome that is expected to be achieved, e.g., learning goals, life goals, etc.
Goal-Oriented	goal-oriented	It is a behavior or strategy that is directed toward a specific goal, such as goal-directed learning, goal-directed decision making, etc.
Task Execution	mandate implementation	It is the process of accomplishing a specific task, such as performing a task, completing a task, etc.
Execution	fulfillment	It is the process of implementing or accomplishing a task, such as executing a plan, carrying out an order, etc.
Atomic Action	atomic action	is the smallest unit of action that cannot be subdivided, such as moving one step, clicking once, etc.
Action	act	are steps taken to reach a goal, such as learning actions, buying actions, etc.
Task	mandates	It is a job or activity that needs to be done, such as a study assignment, work assignment, etc.
state	state of affairs	It is the condition of the system at a particular time, e.g., system state, mental state, etc.
State Transition	state transition	It is the process by which a system changes from one state to another, e.g., state transfer, state change, etc.
Planning	program	It is the process of developing action plans, such as learning plans, life plans, etc.
Tool Use	Use of tools	It is the ability to use tools to perform tasks, such as using software, using equipment, etc.
Human-in-the-Loop	Man in the Loop	It is the process by which humans participate in and influence system decisions, such as human-machine collaboration and human-computer interaction.
Oriented Deployment	Targeted deployment	It is a deployment for a specific goal or task, such as goal-oriented deployment, task-oriented deployment, etc.
Capability	abilities	It is a skill or talent for accomplishing a specific task, such as the ability to learn, the ability to work, etc.
skill	technical ability	It is the ability to accomplish specific tasks, such as programming skills, communication skills, etc.
Performance	performances	It is the efficiency and effectiveness in accomplishing tasks, such as learning performance, job performance, etc.
Adaptability	flexibility	It is the ability to adjust oneself to changes in the environment, e.g., adapting to a new environment, adapting to new rules, etc.

Self-awareness and emotions

English (language)	Chinese writing	Chinese Explanation
Self-awareness	self-awareness	It is the knowledge and understanding of oneself, such as recognizing one's abilities and understanding one's emotions.
Emotion Recognition	emotion recognition	It is the process of recognizing and understanding emotions, such as recognizing the emotions of others and recognizing one's own emotions.
Emotional Intelligence	emotional intelligence	is the ability to understand and manage one's own and others' emotions, such as understanding them, controlling them, and expressing them.
Empathy	sympathize with	It is understanding and sharing the feelings of others, such as empathizing with others and understanding their emotions.
Self-regulation	self-regulation	It is controlling and managing one's own behavior and emotions, such as self-control and self-management.
Self-efficacy	self-efficacy	It is a belief in one's ability to accomplish a specific task, e.g., academic self-efficacy, work self-efficacy, etc.
Self-confidence	self-confidence	It is a belief in one's own abilities and worth, such as academic confidence, job confidence, etc.
Self-perception	self-awareness	It is the perception of one's own characteristics and states, such as perceiving one's emotions and perceiving one's abilities.
Motivation	locomotive	It is an intrinsic or extrinsic factor that drives behavior, such as motivation to learn, motivation to work, etc.
Mood	moods	It is a persistent emotional state, such as a happy mood, a sad mood, etc.
Sentiment	state of mind	It is an emotional response to a specific object or event, such as liking, disliking, or anger.
Affective State	emotional state	It is the current emotional state of an individual, such as a happy state, a sad state, etc.

Morals and Ethics

English (language)	Chinese writing	Chinese Explanation
Ethics	morality	It is a principle about the rightness or wrongness of behavior, e.g., professional ethics, social ethics, etc.
Moral	morals	are beliefs and values about the rightness or wrongness of behavior, such as morals and ethical standards.
Fairness	fairness	It is a fair treatment accepted by all parties, e.g., fair competition, fair distribution, etc.
Justice	righteousness	It is the realization of justice and fairness, such as social justice, legal justice, etc.
Transparency	transparency	is the degree to which it is easy to understand and check, e.g., policy transparency, data transparency, etc.
Accountability	obligations	It is responsibility for actions and results, such as individual responsibility, organizational responsibility, etc.
Privacy	private business	It is the protection of personal information and life, such as the right to privacy and privacy protection.
Trust	trust	It is trust in another person or thing, such as trusting a friend, trusting a system, etc.
Bias	bias	It is a tendency to do injustice to a particular group or thing, such as gender bias, cultural bias, etc.
Discrimination	discriminate against	It is unfair treatment based on specific characteristics, such as gender discrimination, racial discrimination, etc.

Innovation and creativity

English (language)	Chinese writing	Chinese Explanation
Innovation	blaze new trails	Propose new ideas or approaches
Creativity	ingenuity	Ability to generate new and valuable ideas
Idea Generation	Idea Generation	The process of generating new ideas
Problem Framing	Problem framing	The process of defining and understanding the problem
Divergent Thinking	divergent thinking	A way of thinking that generates multiple possible solutions
Convergent Thinking	convergent thinking (math.)	Thinking in terms of choosing the best solution from multiple possibilities
Design Thinking	design thinking	Person-centered problem solving
Brainstorming	brainstorming	The process of generating and evaluating innovative ideas collectively
Prototyping	prototyping	Make preliminary models of new products or services
Iteration	iteration (math.)	A process of continuous improvement and optimization
Evaluation	valuation	The process of evaluation and judgment
Critical Thinking	critical thinking	Ways of thinking about analyzing and assessing problems
Reflection	reassessment	It is the process of thinking about and evaluating one's thoughts and behaviors, e.g., reflection on learning, reflection on work, etc.
Insight	insights	It is a deep understanding of a problem or situation, such as market insights, user insights, etc.
Innovation Process	Innovation process	It is the entire innovation process from idea to implementation, such as product innovation process, service innovation process, etc.
Intellectual Property	intellectual property rights (law)	It is the legal protection of innovations, such as patents, copyrights and trademarks.
Invention	devise	It is the creation of new products or methods, such as technological inventions, business inventions, etc.
Discovery	discoveries	It is finding new knowledge or things, such as scientific discoveries, market discoveries, etc.
Imagination	visualize	is the ability to form new and unexperienced ideas or images, such as imagining the future, imagining new products, etc.
Curiosity	interest in sth.	It is the desire for new knowledge or experience, such as curiosity to explore and curiosity to learn.
Exploration	explorations	It is the process of searching for new knowledge or experiences, such as scientific exploration, market exploration, etc.
Experiment	test	It is the process of testing new ideas or methods, such as scientific experiments, marketing experiments, etc.
Trial and Error	trial and error	It is the process of finding the right way through experimentation and failure, e.g., product trial and error, learning trial and error.
Risk Taking	take chances	It is trying new actions despite the possibility of failure, such as entrepreneurial ventures, investment ventures, etc.

logical diction

logical relation

English (language)	Chinese writing	Chinese Explanation
and	cap (a poem)	away
or	maybe	away
not	in-	express the opposite of something
if	in the event that	express the conditions under which something happens
then	in that case	represent the result of something happening
while	(indicates contrast)	away
because	on account of	express the reason why something is happening
so	the reason why	represent the result of something happening

prerequisite

English (language)	Chinese writing	Chinese Explanation
with	together with	Indicates the conditions that need to be met for the completion of the task or goal to which the cue refers
for	because of	Indicates that the task or goal to which the cue refers is accomplished for some purpose
by	leave it (to sb)	Indicates that the accomplishment of the task or goal to which the cue refers was accomplished by someone or something else
about	with respect to	Indicates that the accomplishment of the task or goal to which the cue refers is related to some topic or content
from	surname Cong	Indicates that the completion of the task or goal to which the cue refers is from some source or starting point

limitation

English (language)	Chinese writing	Chinese Explanation
in	exist	Indicates that the accomplishment of the task or goal to which the cue refers is within a particular context or scope
to	until (a time)	Indicates that the task or goal to which the cue refers is to be accomplished to a specific degree
from	surname Cong	Indicates that the completion of the task or goal to which the cue refers begins at a particular state or location
not	in-	Indicates that the task or goal to which the cue refers cannot be accomplished without violating some rule or restriction

in the end

English (language)	Chinese writing	Chinese Explanation
output	exports	Indicates that the completion of the task or goal to which the cue refers results in some specific output
result	in the end	Indicates that the outcome of the completion of the task or goal to which the cue is directed is some abstract result
answer	solution	Indicates that the completion of the task or goal to which the cue refers results in an answer to a question
summary	summarize	Indicates that the completion of the task or goal to which the cue refers results in a summary of a particular passage
description	descriptive	A description that indicates that the result of the completion of the task or goal to which the cue is directed is an object