| The CLRS Algorithmic Reasoning Benchmark | May 31, 2022 | Learning to Execute | CodeCode Available | 2 | 5 |
| A Generalist Neural Algorithmic Learner | Sep 22, 2022 | Graph Neural NetworkLearning to Execute | CodeCode Available | 2 | 5 |
| Unveiling Transformers with LEGO: a synthetic reasoning task | Jun 9, 2022 | Learning to Execute | CodeCode Available | 1 | 5 |
| Learning to Execute Actions or Ask Clarification Questions | Apr 18, 2022 | Learning to ExecuteMinecraft | CodeCode Available | 1 | 5 |
| Neural Execution Engines: Learning to Execute Subroutines | Jun 15, 2020 | Learning to Execute | CodeCode Available | 1 | 5 |
| ProTo: Program-Guided Transformer for Program-Guided Tasks | Oct 2, 2021 | Decision MakingLearning to Execute | CodeCode Available | 1 | 5 |
| Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions | Mar 7, 2022 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 1 | 5 |
| EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning | Sep 16, 2023 | Date UnderstandingGSM8K | CodeCode Available | 0 | 5 |
| Universal Transformers | Jul 10, 2018 | Inductive BiasLAMBADA | CodeCode Available | 0 | 5 |
| Learning to Execute | Oct 17, 2014 | Learning to Execute | CodeCode Available | 0 | 5 |
| Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks | Oct 23, 2020 | Code CompletionLearning to Execute | CodeCode Available | 0 | 5 |
| Learning to Execute: Efficient Learning of Universal Plan-Conditioned Policies in Robotics | Nov 15, 2021 | Learning to ExecuteReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Latent Space Representations of Neural Algorithmic Reasoners | Jul 17, 2023 | Graph Neural NetworkLearning to Execute | CodeCode Available | 0 | 5 |
| MimicTouch: Leveraging Multi-modal Human Tactile Demonstrations for Contact-rich Manipulation | Oct 25, 2023 | Contact-rich ManipulationImitation Learning | —Unverified | 0 | 0 |
| NAR-*ICP: Neural Execution of Classical ICP-based Pointcloud Registration Algorithms | Oct 14, 2024 | Graph Neural NetworkLearning to Execute | —Unverified | 0 | 0 |
| Neural Enquirer: Learning to Query Tables in Natural Language | Jun 1, 2016 | Learning to ExecuteQuestion Answering | —Unverified | 0 | 0 |
| Few is More: Task-Efficient Skill-Discovery for Multi-Task Offline Multi-Agent Reinforcement Learning | Feb 13, 2025 | Learning to ExecuteMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| Graph Neural Networks are Dynamic Programmers | Mar 29, 2022 | Abstract AlgebraLearning to Execute | —Unverified | 0 | 0 |
| How to transfer algorithmic reasoning knowledge to learn new algorithms? | Oct 26, 2021 | Learning to ExecuteMulti-Task Learning | —Unverified | 0 | 0 |
| λ: A Benchmark for Data-Efficiency in Long-Horizon Indoor Mobile Manipulation Robotics | Nov 28, 2024 | BenchmarkingDiversity | —Unverified | 0 | 0 |
| Learning Linear Attention in Polynomial Time | Oct 14, 2024 | Learning to ExecutePAC learning | —Unverified | 0 | 0 |
| Learning to execute instructions in a Minecraft dialogue | Jul 1, 2020 | Learning to ExecuteMinecraft | —Unverified | 0 | 0 |
| Learning to execute or ask clarification questions | Nov 16, 2021 | Learning to ExecuteMinecraft | —Unverified | 0 | 0 |
| Conditional Information Gain Trellis | Feb 13, 2024 | Learning to Execute | —Unverified | 0 | 0 |
| Leveraging Relaxed Equilibrium by Lazy Transition for Sequence Modeling | May 1, 2022 | LAMBADALearning to Execute | —Unverified | 0 | 0 |
