| CLIMB: Language-Guided Continual Learning for Task Planning with Iterative Model Building | Oct 17, 2024 | Continual LearningDescriptive | —Unverified | 0 |
| RescueADI: Adaptive Disaster Interpretation in Remote Sensing Images with Autonomous Agents | Oct 17, 2024 | Question AnsweringTask Planning | —Unverified | 0 |
| AT-MoE: Adaptive Task-planning Mixture of Experts via LoRA Approach | Oct 12, 2024 | Mixture-of-ExpertsTask Planning | —Unverified | 0 |
| VLM See, Robot Do: Human Demo Video to Robot Action Plan via Vision Language Model | Oct 11, 2024 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| ConceptAgent: LLM-Driven Precondition Grounding and Tree Search for Robust Task Planning and Execution | Oct 8, 2024 | Common Sense ReasoningLogical Fallacies | —Unverified | 0 |
| ET-Plan-Bench: Embodied Task-level Planning Benchmark Towards Spatial-Temporal Cognition with Foundation Models | Oct 2, 2024 | DiagnosticTask Planning | —Unverified | 0 |
| LaMMA-P: Generalizable Multi-Agent Long-Horizon Task Allocation and Planning with LM-Driven PDDL Planner | Sep 30, 2024 | Heuristic SearchLanguage Modeling | —Unverified | 0 |
| An Epistemic Human-Aware Task Planner which Anticipates Human Beliefs and Decisions | Sep 27, 2024 | Task Planning | —Unverified | 0 |
| KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory Systems | Sep 23, 2024 | AI AgentTask Planning | CodeCode Available | 0 |
| AlignBot: Aligning VLM-powered Customized Task Planning with User Reminders Through Fine-Tuning for Household Robots | Sep 18, 2024 | Task Planning | —Unverified | 0 |
| LEMMo-Plan: LLM-Enhanced Learning from Multi-Modal Demonstration for Planning Sequential Contact-Rich Manipulation Tasks | Sep 18, 2024 | Contact-rich ManipulationIn-Context Learning | —Unverified | 0 |
| P-RAG: Progressive Retrieval Augmented Generation For Planning on Embodied Everyday Task | Sep 17, 2024 | Large Language ModelRAG | —Unverified | 0 |
| SIFToM: Robust Spoken Instruction Following through Theory of Mind | Sep 17, 2024 | Instruction FollowingTask Planning | —Unverified | 0 |
| Encoding Reusable Multi-Robot Planning Strategies as Abstract Hypergraphs | Sep 16, 2024 | Robot Task PlanningTask Planning | —Unverified | 0 |
| Relevance for Human Robot Collaboration | Sep 12, 2024 | Dimensionality ReductionScene Understanding | —Unverified | 0 |
| Scalable Task Planning via Large Language Models and Structured World Representations | Sep 7, 2024 | Task Planning | —Unverified | 0 |
| EMPOWER: Embodied Multi-role Open-vocabulary Planning with Online Grounding and Execution | Aug 30, 2024 | Task Planning | —Unverified | 0 |
| AeroVerse: UAV-Agent Benchmark Suite for Simulating, Pre-training, Finetuning, and Evaluating Aerospace Embodied World Models | Aug 28, 2024 | Spatial ReasoningTask Planning | —Unverified | 0 |
| LLM-enhanced Scene Graph Learning for Household Rearrangement | Aug 22, 2024 | Common Sense ReasoningGraph Learning | —Unverified | 0 |
| Autonomous Behavior Planning For Humanoid Loco-manipulation Through Grounded Language Model | Aug 15, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| General-purpose Clothes Manipulation with Semantic Keypoints | Aug 15, 2024 | Action GenerationLanguage Modeling | —Unverified | 0 |
| Plan with Code: Comparing approaches for robust NL to DSL generation | Aug 15, 2024 | Code GenerationHallucination | —Unverified | 0 |
| Nl2Hltl2Plan: Scaling Up Natural Language Understanding for Multi-Robots Through Hierarchical Temporal Logic Task Representation | Aug 15, 2024 | Natural Language UnderstandingRobot Task Planning | —Unverified | 0 |
| Retrieval-Augmented Hierarchical in-Context Reinforcement Learning and Hindsight Modular Reflections for Task Planning with LLMs | Aug 12, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Multi-Agent Planning Using Visual Language Models | Aug 10, 2024 | Task Planning | —Unverified | 0 |