Autonomous vs semi-autonomous agents in Agentic AI - Interactive Practice

Practice - 5 Tasks

1fill in blank

easy

Complete the code to define an autonomous agent class with a method to act independently.

Agentic AI

class AutonomousAgent:
    def __init__(self, name):
        self.name = name

    def [1](self):
        return f"{self.name} is acting on its own decisions."

Drag options to blanks, or click blank then click option'

Aact

Bdecide

Crun

Dmove

Attempts:

3 left

💡 Hint

Common Mistakes

Using method names that don't clearly indicate action like 'run' or 'move'.

The method act clearly represents the agent performing actions independently.

2fill in blank

medium

Complete the code to add a semi-autonomous agent method that requires human input.

Agentic AI

class SemiAutonomousAgent:
    def __init__(self, name):
        self.name = name

    def [1](self, command):
        return f"{self.name} executes command: {command}"

Drag options to blanks, or click blank then click option'

Aact

Bdecide

Cexecute

Dperform

Attempts:

3 left

💡 Hint

Common Mistakes

Choosing 'act' which implies independent action rather than following commands.

The method execute fits well for a semi-autonomous agent that acts on commands.

3fill in blank

hard

Fix the error in the code to correctly check if an agent is autonomous.

Agentic AI

def is_autonomous(agent):
    if agent.[1] == 'act':
        return True
    else:
        return False

Drag options to blanks, or click blank then click option'

Aaction

Bact

Cexecute

Dperform

Attempts:

3 left

💡 Hint

Common Mistakes

Using attribute names that don't exist like 'action' or 'perform'.

The attribute to check should be the method name 'act' to identify autonomous agents.

4fill in blank

hard

Fill both blanks to create a dictionary comprehension that maps agent names to their action methods.

Agentic AI

agents = [autonomous_agent, semi_autonomous_agent]
actions = {agent.[1]: agent.[2] for agent in agents}

Drag options to blanks, or click blank then click option'

Aname

Bact

Cexecute

Dperform

Attempts:

3 left

💡 Hint

Common Mistakes

Using 'execute' for all agents which is only for semi-autonomous.

The keys should be agent names and the values their 'act' methods for autonomous agents.

5fill in blank

hard

Fill all three blanks to define a function that calls the correct method based on agent type.

Agentic AI

def perform_action(agent, command=None):
    if hasattr(agent, '[1]'):
        return agent.[1]()
    elif hasattr(agent, '[2]') and command is not None:
        return agent.[2]([3])

Drag options to blanks, or click blank then click option'

Aact

Bexecute

Ccommand

Dperform

Attempts:

3 left

💡 Hint

Common Mistakes

Using 'perform' which is not defined in the classes.

The function checks if the agent has 'act' method for autonomous action, else uses 'execute' with the given command.

Practice

1. Which of the following best describes an autonomous agent?

easy

A. An agent that always asks humans before acting.

B. An agent that cannot make any decisions by itself.

C. An agent that only works when supervised by humans.

D. An agent that acts fully on its own without human help.

Solution

1. Step 1: Understand the definition of autonomous agents

   Autonomous agents operate independently without needing human input.

2. Step 2: Compare options with the definition

   Only An agent that acts fully on its own without human help. states the agent acts fully on its own, matching the definition.

3. Final Answer:

   An agent that acts fully on its own without human help. -> Option D

4. Quick Check:

   Autonomous = acts fully alone [OK]

Hint: Autonomous means acting alone without asking [OK]

Common Mistakes:

• Confusing autonomous with semi-autonomous
• Thinking autonomous agents always ask humans
• Believing autonomous agents need supervision

2. Which syntax correctly describes a semi-autonomous agent's behavior?

easy

A. Always acts without human input.

B. Sometimes asks humans for help before acting.

C. Never acts on its own.

D. Requires constant human supervision.

Solution

1. Step 1: Recall semi-autonomous agent behavior

   Semi-autonomous agents sometimes ask humans for help but can act alone at times.

2. Step 2: Match options to this behavior

   Sometimes asks humans for help before acting. correctly states the agent sometimes asks humans before acting.

3. Final Answer:

   Sometimes asks humans for help before acting. -> Option B

4. Quick Check:

   Semi-autonomous = sometimes asks humans [OK]

Hint: Semi-autonomous means sometimes asking humans [OK]

Common Mistakes:

• Choosing options that say 'always' or 'never' incorrectly
• Confusing semi-autonomous with fully autonomous
• Assuming semi-autonomous agents never act alone

3. Consider this code snippet simulating agent behavior:

class Agent:
    def __init__(self, autonomous):
        self.autonomous = autonomous
    def act(self):
        if self.autonomous:
            return "Acting alone"
        else:
            return "Asking human for help"
agent = Agent(False)
print(agent.act())

What is the output?

medium

A. "Asking human for help"

B. "Acting alone"

C. Error: Missing method

D. "Idle"

Solution

1. Step 1: Analyze the agent initialization

   The agent is created with autonomous = False, meaning it is semi-autonomous.

2. Step 2: Check the act() method behavior

   If autonomous is False, the method returns "Asking human for help".

3. Final Answer:

   "Asking human for help" -> Option A

4. Quick Check:

   False autonomous means ask human [OK]

Hint: False autonomous means agent asks human [OK]

Common Mistakes:

• Assuming False means acting alone
• Expecting an error due to method
• Confusing output strings

4. Find the error in this semi-autonomous agent code:

class SemiAutonomousAgent:
    def __init__(self):
        self.needs_help = True
    def act(self):
        if self.needs_help == True:
            return "Requesting human help"
        else:
            return "Acting alone"
agent = SemiAutonomousAgent()
print(agent.act())

medium

A. Incorrect class name

B. Missing return statement

C. Syntax error in the if condition

D. No error, code runs fine

Solution

1. Step 1: Check the if condition syntax

   The condition uses '=' which is assignment, not comparison. It should be '==' for comparison.

2. Step 2: Identify the error type

   Using '=' in an if condition causes a syntax error in Python.

3. Final Answer:

   Syntax error in the if condition -> Option C

4. Quick Check:

   Use '==' for comparison in if [OK]

Hint: Use '==' for comparisons, not '=' [OK]

Common Mistakes:

• Using '=' instead of '==' in conditions
• Ignoring syntax errors
• Thinking class name affects syntax

5. You want to design an agent for a high-risk medical diagnosis task. Which agent type is best and why?

hard

A. Semi-autonomous agent, because it can ask humans for help in complex cases.

B. Autonomous agent, because it never needs human input.

C. Autonomous agent, because it acts quickly without human delay.

D. Semi-autonomous agent, because it never acts on its own.

Solution

1. Step 1: Understand the task complexity and risk

   High-risk medical diagnosis requires careful decisions and human oversight.

2. Step 2: Choose agent type based on risk

   Semi-autonomous agents can ask humans for help, reducing risk of errors.

3. Final Answer:

   Semi-autonomous agent, because it can ask humans for help in complex cases. -> Option A

4. Quick Check:

   High-risk tasks need human help, so semi-autonomous [OK]

Hint: Use semi-autonomous for complex, risky tasks [OK]

Common Mistakes:

• Choosing fully autonomous for risky tasks
• Ignoring need for human help
• Thinking semi-autonomous never acts alone