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ResearchFormerly WizWand

Brick Assembly Sequencing and Planning on Brick Assembly Simulation (held-out split)

0.94Action Entropy (H)EUPHORIA

Evaluation results

Method	Links
EUPHORIA2026.05		0.94	0.18	0.97	0.92	0.85	0.88	105	0.98	99
DASTGCN-SNN+DDPG2026.05		0.93	0.16	0.96	0.9	0.8	0.84	120	0.96	98.5
GAT-DQN2026.05		0.92	0.15	0.95	0.88	0.75	0.8	112	0.95	98
GNNPG2026.05		0.9	0.11	0.88	0.84	0.68	0.74	130	0.91	94
DQN+GNN2026.05		0.87	0.12	0.91	0.85	0.7	0.75	135	0.92	95
GCQN2026.05		0.85	0.1	0.89	0.82	0.65	0.72	140	0.9	93
GBFS+SC2026.05		0.8	0.11	0.86	0.79	0.69	0.73	145	0.87	92
A*+SC2026.05		0.78	0.1	0.85	0.77	0.66	0.72	150	0.85	91
DFS+SC2026.05		0.74	0.07	0.73	0.61	0.57	0.67	192	0.81	88
BFS+SC2026.05		0.55	0.05	0.62	0.59	0.43	0.55	180	0.7	75