Learning Path Recommendation on ASSIST09 L=5 (test)
0.4222Learning Effect (Ep)IB-GRPO
Evaluation Results
| Method | Links | |
|---|---|---|
| IB-GRPOAlgorithm Category=LLM-based Methods2026.01 | 0.4222 | |
| ACAlgorithm Category=RL or RL-based Methods2026.01 | 0.3822 | |
| GEPKSDAlgorithm Category=RL or RL-based Methods2026.01 | 0.3647 | |
| PPOAlgorithm Category=RL or RL-based Methods2026.01 | 0.3201 | |
| ReALAlgorithm Category=LLM-based Methods2026.01 | 0.2894 | |
| GenALAlgorithm Category=LLM-based Methods2026.01 | 0.2504 | |
| CSEALAlgorithm Category=RL or RL-based Methods2026.01 | 0.1929 | |
| DKTRecAlgorithm Category=Non-RL Methods2026.01 | -0.0365 | |
| DQNAlgorithm Category=RL or RL-based Methods2026.01 | -0.1101 |