Reinforcement Learning on Supply Chain Optimization Environment (test)
20.51Max RewardQuantum-Inspired Reinforcement Learning framework
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Quantum-Inspired Reinforcement Learning framework2026.01 | 20.51 | 14.85 | 20.51 | |
| PPO2026.01 | 20.2 | 13.95 | 19.61 | |
| DDQN2026.01 | 19.6 | 13.25 | 18.91 | |
| ACKTR2026.01 | 19.1 | 12.75 | 18.41 | |
| DDPG2026.01 | 18.7 | 12.35 | 18.01 | |
| Ensemble RL (Bootstrapped DQN)2026.01 | 18.2 | 11.85 | 17.51 | |
| ACER2026.01 | 17.8 | 11.25 | 16.91 | |
| Human (reference)2026.01 | 13.1 | 13.1 | 13.1 | |
| GRAPE2026.01 | 13 | 13 | 13 | |
| MPC2026.01 | 12.2 | 12.2 | 12.2 |