Sokoban Puzzle Solving on XSokoban (225 hard instances)
146Solved InstancesBL+CR+GN+BD+MIX
Evaluation results
| Method | Links | |
|---|---|---|
| BL+CR+GN+BD+MIXNetwork Architecture=Graph NN, Curiosity Rewards (CR)=Enabled, Bandit strategy (BD)=Enabled, MIX strategy=Enabled2021.10 | 146 | |
| BL+CR+GN+BDNetwork Architecture=Graph NN, Curiosity Rewards (CR)=Enabled, Bandit strategy (BD)=Enabled, MIX strategy=Disabled2021.10 | 115 | |
| BL+CR+DB+MIXNetwork Architecture=CNN, Curiosity Rewards (CR)=Enabled, Bandit strategy (BD)=Enabled, MIX strategy=Enabled2021.10 | 105 | |
| BL+CR+BDNetwork Architecture=CNN, Curiosity Rewards (CR)=Enabled, Bandit strategy (BD)=Enabled, MIX strategy=Disabled2021.10 | 103 | |
| BL+CR+GNNetwork Architecture=Graph NN, Curiosity Rewards (CR)=Enabled, Bandit strategy (BD)=Disabled, MIX strategy=Disabled2021.10 | 72 | |
| BL+CRNetwork Architecture=CNN, Curiosity Rewards (CR)=Enabled, Bandit strategy (BD)=Disabled, MIX strategy=Disabled2021.10 | 52 | |
| BLNetwork Architecture=CNN, Curiosity Rewards (CR)=Disabled, Bandit strategy (BD)=Disabled, MIX strategy=Disabled2021.10 | 30 |