Learning Path Recommendation on Junyi L=20 (test)
0.7743Learning Effect (Ep)IB-GRPO
Evaluation Results
| Method | Links | |
|---|---|---|
| IB-GRPOAlgorithm Category=LLM-based Methods2026.01 | 0.7743 | |
| ReALAlgorithm Category=LLM-based Methods2026.01 | 0.5724 | |
| GenALAlgorithm Category=LLM-based Methods2026.01 | 0.5692 | |
| ACAlgorithm Category=RL or RL-based Methods2026.01 | 0.495 | |
| PPOAlgorithm Category=RL or RL-based Methods2026.01 | 0.4847 | |
| CSEALAlgorithm Category=RL or RL-based Methods2026.01 | 0.4106 | |
| GEPKSDAlgorithm Category=RL or RL-based Methods2026.01 | 0.3807 | |
| DQNAlgorithm Category=RL or RL-based Methods2026.01 | -0.2079 | |
| DKTRecAlgorithm Category=Non-RL Methods2026.01 | -0.2599 |