| Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping | Feb 21, 2024 | Decision MakingDecoder | CodeCode Available | 3 |
| Policy-Guided Heuristic Search with Guarantees | Mar 21, 2021 | Heuristic SearchSokoban | CodeCode Available | 1 |
| MageBench: Bridging Large Multimodal Models to Agents | Dec 5, 2024 | Sokoban | CodeCode Available | 1 |
| Classical Planning in Deep Latent Space | Jun 30, 2021 | Deep LearningSokoban | CodeCode Available | 1 |
| Subgoal Search For Complex Reasoning Tasks | Aug 25, 2021 | DiversityRubik's Cube | CodeCode Available | 1 |
| Illuminating Diverse Neural Cellular Automata for Level Generation | Sep 12, 2021 | DiversitySokoban | CodeCode Available | 1 |
| Planning in a recurrent neural network that plays Sokoban | Jul 22, 2024 | Sokoban | CodeCode Available | 1 |
| Multi-Objective level generator generation with Marahel | May 17, 2020 | Sokoban | CodeCode Available | 1 |
| Solving Hard AI Planning Instances Using Curriculum-Driven Deep Reinforcement Learning | Jun 4, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Tree Search vs Optimization Approaches for Map Generation | Mar 27, 2019 | Evolutionary Algorithmsglobal-optimization | CodeCode Available | 1 |
| Thinker: Learning to Plan and Act | Jul 27, 2023 | Sokoban | CodeCode Available | 1 |
| Interpreting learned search: finding a transition model and value function in an RNN that plays Sokoban | Jun 11, 2025 | Sokoban | CodeCode Available | 1 |
| Learning to Search with MCTSnets | Feb 13, 2018 | Sokoban | CodeCode Available | 1 |
| Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search | Jun 1, 2022 | Rubik's CubeSokoban | CodeCode Available | 1 |
| Learning Discrete World Models for Heuristic Search | Sep 14, 2024 | Deep Reinforcement LearningHeuristic Search | CodeCode Available | 1 |
| Levin Tree Search with Context Models | May 26, 2023 | Rubik's CubeSokoban | CodeCode Available | 1 |
| AI in Game Playing: Sokoban Solver | Jun 29, 2018 | AI AgentSokoban | —Unverified | 0 |
| Explainable Goal Recognition: A Framework Based on Weight of Evidence | Mar 9, 2023 | Sokoban | —Unverified | 0 |
| Learning Algorithmic Solutions to Symbolic Planning Tasks with a Neural Computer Architecture | Oct 30, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| A Novel Automated Curriculum Strategy to Solve Hard Sokoban Planning Instances | Oct 3, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning | Jun 28, 2022 | Deep Reinforcement LearningSokoban | —Unverified | 0 |
| Keke AI Competition: Solving puzzle levels in a dynamically changing mechanic space | Sep 11, 2022 | Sokoban | —Unverified | 0 |
| Interpreting Multi-objective Evolutionary Algorithms via Sokoban Level Generation | Jun 15, 2024 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Learning Algorithmic Solutions to Symbolic Planning Tasks with a Neural Computer | Sep 25, 2019 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 |
| Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations | Feb 4, 2020 | Decision MakingMontezuma's Revenge | —Unverified | 0 |
