R0
R1
R2
R3
0
50
100
150
200
250
300
Re-encoded tokens
A Generation per model turn
Success mean
Success median
Failure mean
Failure median
R0
R1
R2
R3
0
2
4
6
8
10
Count
B Model turns per episode
R0
R1
R2
R3
0.0
0.5
1.0
1.5
2.0
Count
C Executed searches per episode
R0
R1
R2
R3
0.0
0.2
0.4
0.6
0.8
1.0
1.2
1.4
Count
D Unique product pages per episode
Generated, scored episodes; changing training tasks and outcome composition. Lines are descriptive.