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Why these models were selected

Roles and weight updates come from the paper case record. Selection reasons are written only when the paper or code states them; unknown is never inferred as fact.

Paper model roles and selection-evidence status
ModelRoleWeights updatedSelection basis
GPT-4opolicyNoNot recorded: verify in the paper/code
GPT-4baselineNoNot recorded: verify in the paper/code
Claude 3.5 SonnetbaselineNoNot recorded: verify in the paper/code

AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Agents

2024-07-26 · Verified

Paper info

Evolution targets
Tool use, App interaction policy
Benchmark
AppWorld
Category
Self-evolving agent, Tool use, Web agent
Model relations
3

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Reproducibility status

CodeNot verified
CheckpointNot verified
ConfigNot verified
EnvironmentNot verified

No structured reproducibility record has been added yet.

Model-role topology

This view only shows recorded model-role relations; it does not invent workflow edges.

Policy
GPT-4o
Baseline
GPT-4Claude 3.5 Sonnet

This paper record has no workflow edges; the topology above only shows recorded roles and does not treat Actor, Environment, Critic, or Optimizer relations as facts.

Model roles

GPT-4o

Policy · weights not updated · GPT-4o evaluated as an AppWorld agent backbone.

GPT-4

Baseline · weights not updated · GPT-4 benchmarked on AppWorld.

Claude 3.5 Sonnet

Baseline · weights not updated · Claude 3.5 Sonnet benchmarked on AppWorld.