Learning Path Recommendation on ASSIST09 L=10 (test)
0.5139Learning Effect (Ep)IB-GRPO
Evaluation Results
| Method | Links | |
|---|---|---|
| IB-GRPOAlgorithm Category=LLM-based Methods2026.01 | 0.5139 | |
| GEPKSDAlgorithm Category=RL or RL-based Methods2026.01 | 0.4737 | |
| ACAlgorithm Category=RL or RL-based Methods2026.01 | 0.4314 | |
| PPOAlgorithm Category=RL or RL-based Methods2026.01 | 0.4262 | |
| GenALAlgorithm Category=LLM-based Methods2026.01 | 0.3234 | |
| ReALAlgorithm Category=LLM-based Methods2026.01 | 0.3219 | |
| CSEALAlgorithm Category=RL or RL-based Methods2026.01 | 0.2865 | |
| DKTRecAlgorithm Category=Non-RL Methods2026.01 | -0.0576 | |
| DQNAlgorithm Category=RL or RL-based Methods2026.01 | -0.1648 |