Text-based agent interaction on TextWorld Treasure
81AccuracyAgent-BRACE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Agent-BRACEBackbone=Qwen3-4B-Instruct, Independent runs=32026.05 | 81 | 29.9 | |
| ReAct (RL)Backbone=Qwen3-4B-Instruct, Independent runs=32026.05 | 74 | 16.5 | |
| Direct-Action (RL)Backbone=Qwen3-4B-Instruct, Independent runs=32026.05 | 72.5 | 28.1 | |
| PABUBackbone=Qwen3-4B-Instruct, Independent runs=32026.05 | 70.7 | 37.8 | |
| ReActBackbone=Qwen3-4B-Instruct, Independent runs=32026.05 | 69.5 | 10 | |
| Base ModelBackbone=Qwen3-4B-Instruct, Independent runs=32026.05 | 66 | 29.9 |