Sokoban
A puzzle task environment in which an agent pushes boxes to designated goal positions. It is used to evaluate an agent's long-horizon planning and spatial reasoning abilities.
Timeline (last 90 days)
ViSkill achieves an overall success rate of 0.89 on the three environments Sokoban, FrozenLake, and PrimitiveSkill, rising to 0.91 when cold start is enabled.
Sokoban tests long-horizon planning and spatial deduction, FrozenLake focuses on decision-making to avoid traps in stochastic environments, and PrimitiveSkill focuses on the reuse of basic skills.
All Facts (2)
ViSkill achieves an overall success rate of 0.89 on the three environments Sokoban, FrozenLake, and PrimitiveSkill, rising to 0.91 when cold start is enabled.
50%UnverifiedSokoban tests long-horizon planning and spatial deduction, FrozenLake focuses on decision-making to avoid traps in stochastic environments, and PrimitiveSkill focuses on the reuse of basic skills.
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