Learning Path Recommendation on Junyi L=5 (test)
0.6115Learning Effect (Ep)IB-GRPO
Evaluation Results
| Method | Links | |
|---|---|---|
| IB-GRPOAlgorithm Category=LLM-based Methods2026.01 | 0.6115 | |
| CSEALAlgorithm Category=RL or RL-based Methods2026.01 | 0.4087 | |
| GEPKSDAlgorithm Category=RL or RL-based Methods2026.01 | 0.3304 | |
| PPOAlgorithm Category=RL or RL-based Methods2026.01 | 0.3277 | |
| ReALAlgorithm Category=LLM-based Methods2026.01 | 0.2637 | |
| ACAlgorithm Category=RL or RL-based Methods2026.01 | 0.249 | |
| GenALAlgorithm Category=LLM-based Methods2026.01 | 0.2145 | |
| DQNAlgorithm Category=RL or RL-based Methods2026.01 | -0.091 | |
| DKTRecAlgorithm Category=Non-RL Methods2026.01 | -0.1467 |