Learning Path Recommendation on Junyi L=10 (test)
0.6435Learning Effect (Ep)IB-GRPO
Evaluation Results
| Method | Links | |
|---|---|---|
| IB-GRPOAlgorithm Category=LLM-based Methods2026.01 | 0.6435 | |
| GenALAlgorithm Category=LLM-based Methods2026.01 | 0.4243 | |
| ReALAlgorithm Category=LLM-based Methods2026.01 | 0.4001 | |
| PPOAlgorithm Category=RL or RL-based Methods2026.01 | 0.3953 | |
| GEPKSDAlgorithm Category=RL or RL-based Methods2026.01 | 0.3766 | |
| CSEALAlgorithm Category=RL or RL-based Methods2026.01 | 0.3574 | |
| ACAlgorithm Category=RL or RL-based Methods2026.01 | 0.3135 | |
| DQNAlgorithm Category=RL or RL-based Methods2026.01 | -0.1536 | |
| DKTRecAlgorithm Category=Non-RL Methods2026.01 | -0.2604 |