Learning Path Recommendation on ASSIST09 L=20 (test)
0.5911Learning Effect (Ep)IB-GRPO
Evaluation Results
| Method | Links | |
|---|---|---|
| IB-GRPOAlgorithm Category=LLM-based Methods2026.01 | 0.5911 | |
| GEPKSDAlgorithm Category=RL or RL-based Methods2026.01 | 0.5837 | |
| PPOAlgorithm Category=RL or RL-based Methods2026.01 | 0.4995 | |
| ACAlgorithm Category=RL or RL-based Methods2026.01 | 0.45 | |
| ReALAlgorithm Category=LLM-based Methods2026.01 | 0.4303 | |
| GenALAlgorithm Category=LLM-based Methods2026.01 | 0.3665 | |
| CSEALAlgorithm Category=RL or RL-based Methods2026.01 | 0.3484 | |
| DKTRecAlgorithm Category=Non-RL Methods2026.01 | -0.0284 | |
| DQNAlgorithm Category=RL or RL-based Methods2026.01 | -0.227 |