rpisano commited on
Commit
bd8cee6
·
verified ·
1 Parent(s): 4d62e2f

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +23 -5
README.md CHANGED
@@ -57,11 +57,11 @@ PDDL2PRM contains:
57
 
58
  | Statistic | Value |
59
  |---|---:|
60
- | Reasoning steps | **984,974** |
61
- | Planning problems | **14,714** |
62
  | Domains | **11** |
63
  | Reward levels | **5** |
64
- | Mean optimal plan length | **7.94** |
65
 
66
  Each example consists of a planning problem expressed in natural language, a partial reasoning trajectory, and a reward assigned to an intermediate step.
67
 
@@ -78,7 +78,7 @@ PDDL2PRM includes 11 planning domains:
78
  | BlocksWorld-3 | 952 | 51,990 |
79
  | BlocksWorld-4 | 1,796 | 125,402 |
80
  | Ferry | 858 | 65,269 |
81
- | Hanoi | 1,660 | 65,745 |
82
  | Logistics | 669 | 70,238 |
83
  | Elevator | 2,089 | 207,549 |
84
  | N-Puzzle | 598 | 42,027 |
@@ -86,7 +86,7 @@ PDDL2PRM includes 11 planning domains:
86
  | Sokoban | 437 | 58,475 |
87
  | Spanner | 3,563 | 198,942 |
88
  | VisitGrid | 1,176 | 61,390 |
89
- | **Total** | **14,714** | **984,974** |
90
 
91
  The domains are grouped into broad reasoning families:
92
  - **Manipulation and rearrangement:** BlocksWorld variants.
@@ -96,6 +96,24 @@ The domains are grouped into broad reasoning families:
96
 
97
  ---
98
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
99
  ## Reward Signal
100
 
101
  Each reasoning step is assigned one of five scalar rewards:
 
57
 
58
  | Statistic | Value |
59
  |---|---:|
60
+ | Reasoning steps | **962,152** |
61
+ | Planning problems | **14,062** |
62
  | Domains | **11** |
63
  | Reward levels | **5** |
64
+ | Mean optimal plan length | **8.15** |
65
 
66
  Each example consists of a planning problem expressed in natural language, a partial reasoning trajectory, and a reward assigned to an intermediate step.
67
 
 
78
  | BlocksWorld-3 | 952 | 51,990 |
79
  | BlocksWorld-4 | 1,796 | 125,402 |
80
  | Ferry | 858 | 65,269 |
81
+ | Hanoi | 1,008 | 42,923 |
82
  | Logistics | 669 | 70,238 |
83
  | Elevator | 2,089 | 207,549 |
84
  | N-Puzzle | 598 | 42,027 |
 
86
  | Sokoban | 437 | 58,475 |
87
  | Spanner | 3,563 | 198,942 |
88
  | VisitGrid | 1,176 | 61,390 |
89
+ | **Total** | **14,062** | **962,152** |
90
 
91
  The domains are grouped into broad reasoning families:
92
  - **Manipulation and rearrangement:** BlocksWorld variants.
 
96
 
97
  ---
98
 
99
+ ## High-quality subset
100
+
101
+ We also release a smaller, high-quality subset (`train_highquality.json`) intended for
102
+ lighter-weight training and ablations. For each problem in the training split it keeps the
103
+ optimal solution trajectory plus up to **5 alternative candidate steps**, sampled at evenly
104
+ spaced points along the plan and prioritising the most informative rewards (partial rewards
105
+ first, then non-executable, then optimal).
106
+
107
+ | Statistic | Value |
108
+ |---|---:|
109
+ | Examples | **72,795** |
110
+ | Planning problems | **11,880** |
111
+ | Domains | **10** (Rooms is test-only and not included) |
112
+
113
+ It shares the same schema as the full dataset.
114
+
115
+ ---
116
+
117
  ## Reward Signal
118
 
119
  Each reasoning step is assigned one of five scalar rewards: