| Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping | Feb 21, 2024 | Decision MakingDecoder | CodeCode Available | 3 | 5 |
| MageBench: Bridging Large Multimodal Models to Agents | Dec 5, 2024 | Sokoban | CodeCode Available | 1 | 5 |
| Classical Planning in Deep Latent Space | Jun 30, 2021 | Deep LearningSokoban | CodeCode Available | 1 | 5 |
| Learning Discrete World Models for Heuristic Search | Sep 14, 2024 | Deep Reinforcement LearningHeuristic Search | CodeCode Available | 1 | 5 |
| Illuminating Diverse Neural Cellular Automata for Level Generation | Sep 12, 2021 | DiversitySokoban | CodeCode Available | 1 | 5 |
| Levin Tree Search with Context Models | May 26, 2023 | Rubik's CubeSokoban | CodeCode Available | 1 | 5 |
| Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search | Jun 1, 2022 | Rubik's CubeSokoban | CodeCode Available | 1 | 5 |
| Learning to Search with MCTSnets | Feb 13, 2018 | Sokoban | CodeCode Available | 1 | 5 |
| Interpreting learned search: finding a transition model and value function in an RNN that plays Sokoban | Jun 11, 2025 | Sokoban | CodeCode Available | 1 | 5 |
| Multi-Objective level generator generation with Marahel | May 17, 2020 | Sokoban | CodeCode Available | 1 | 5 |
