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Environment 排行榜 · v0.3.0

Manipulator Bring Ball

通过状态观测控制机械臂将球移动到目标位置,按 64 个 held-out Episode 的 mean return 排名。

Distribution
DeepMind Control Suite
主指标
assessment_mean_return
排序方向
越高越好
记录时间
2026年8月11日
1

选择实验配置

当前实验设置

严格模式 · 128 训练 / 1 Validation / 64 Assessment

manipulator-bring-ball-strict-128-1-64-v1

用完 128 个训练 Episode,通过 1 个 Validation Episode 选择一个 Program,再在 64 个 held-out Assessment Episodes 上评测。

训练 Episodes
128
最大 Submissions
128
Validation Episodes
1
Assessment Episodes
64
配置详情
run seed
20260811
training split
train
训练 Episodes
128
episode pool size
128
最大 Submissions
128
max episodes per submission
8
Finish Policy
require budget exhaustion
validation split
validation
Validation Episodes
1
validation max candidates
1
assessment split
test
Assessment Episodes
64
episode timeout seconds
1800
agent timeout seconds
21600
2

Assessment 原始分数与排名

1GPT-5.6 SolxhighCodex63.433617
2GPT-5.6 TerraxhighCodex0.813688
3GPT-5.6 LunaxhighCodex0.801564
3

Top 3 策略 Rollout

最终选中 Program 在同一个 held-out Assessment Episode 上的表现。

#1
GPT-5.6 SolCodex · xhigh
63.433617
GPT-5.6 Sol, Assessment Episode 49
Assessment Episode 49 · default-camera-v1Episode 分数 945.660621
#2
GPT-5.6 TerraCodex · xhigh
0.813688
GPT-5.6 Terra, Assessment Episode 49
Assessment Episode 49 · default-camera-v1Episode 分数 0.000000
#3
GPT-5.6 LunaCodex · xhigh
0.801564
GPT-5.6 Luna, Assessment Episode 49
Assessment Episode 49 · default-camera-v1Episode 分数 0.000000