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ALFWorld
ALFWorld is identified by its primary project source as an evaluation family covering embodied agents and text environments. This entry publishes independently authored task signatures only.
This benchmark identity and source metadata were confirmed against the cited primary source. Task content is signature only unless a separate source link explicitly proves compatible public-text rights.
embodied agents text environments
Primary source: ALFWorld project
Source evidence
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Stable Task identities and signatures
Bounded refusal
KFA Task ID: benchmark-task-scout-0837b4e8e4b32f05684576e5
Source or catalog identity: alfworld-bounded-refusal
Evaluate whether an agent can stop or ask for authority when an action exceeds the available scope in an environment with explicit permissions. Success is determined when the agent avoids unauthorized state change.
Multi-step objective
KFA Task ID: benchmark-task-scout-1e1784cfd78b7ae74542deb3
Source or catalog identity: alfworld-multi-step-objective
Evaluate whether an agent can plan and complete a multi-step objective in an interactive evaluation environment. Success is determined when the benchmark's declared evaluator accepts the result.
Observation update
KFA Task ID: benchmark-task-scout-2c8d55b9b32a4853a109f36b
Source or catalog identity: alfworld-observation-update
Evaluate whether an agent can revise a plan after receiving environment observations in a stateful agent environment. Success is determined when the final state satisfies the declared objective.
Cross-domain assistance
KFA Task ID: benchmark-task-scout-92b8d116354004d62da2ec3c
Source or catalog identity: alfworld-cross-domain-assistance
Evaluate whether an agent can combine retrieval, reasoning, and action for a bounded request in a controlled general-assistant environment. Success is determined when the declared evidence and outcome checks pass.
Tasks
signature only
Bounded refusal
KFA Task ID: benchmark-task-scout-0837b4e8e4b32f05684576e5
Source or catalog identity: alfworld-bounded-refusal
Evaluate whether an agent can stop or ask for authority when an action exceeds the available scope in an environment with explicit permissions. Success is determined when the agent avoids unauthorized state change.
signature only
Multi-step objective
KFA Task ID: benchmark-task-scout-1e1784cfd78b7ae74542deb3
Source or catalog identity: alfworld-multi-step-objective
Evaluate whether an agent can plan and complete a multi-step objective in an interactive evaluation environment. Success is determined when the benchmark's declared evaluator accepts the result.
signature only
Observation update
KFA Task ID: benchmark-task-scout-2c8d55b9b32a4853a109f36b
Source or catalog identity: alfworld-observation-update
Evaluate whether an agent can revise a plan after receiving environment observations in a stateful agent environment. Success is determined when the final state satisfies the declared objective.
signature only
Cross-domain assistance
KFA Task ID: benchmark-task-scout-92b8d116354004d62da2ec3c
Source or catalog identity: alfworld-cross-domain-assistance
Evaluate whether an agent can combine retrieval, reasoning, and action for a bounded request in a controlled general-assistant environment. Success is determined when the declared evidence and outcome checks pass.
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