Planning

MindMap: Constructing Evidence Chains for Multi-Step Reasoning in Large Language Models AAAI 2024 Minimax dual control with finite-dimensional information state L4DC 2024 MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation ICML 2024 Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration NeurIPS 2024 Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents ACL 2024 MO-DDN: A Coarse-to-Fine Attribute-based Exploration Agent for Multi-Object Demand-driven Navigation NeurIPS 2024 Model-Free Preference Elicitation IJCAI 2024 Monte Carlo Tree Search in the Presence of Transition Uncertainty AAAI 2024 MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation ACL 2024 Move as You Say Interact as You Can: Language-guided Human Motion Generation with Scene Affordance CVPR 2024 MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception CVPR 2024 MPCC++: Model Predictive Contouring Control for Time-Optimal Flight with Safety Constraints RSS 2024 MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs NeurIPS 2024 MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making EMNLP 2024 MuEP: A Multimodal Benchmark for Embodied Planning with Foundation Models IJCAI 2024 Multiagent Gumbel MuZero: Efficient Planning in Combinatorial Action Spaces AAAI 2024 Multimodal Procedural Planning via Dual Text-Image Prompting EMNLP 2024 Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization COLING 2024 MultiPLY: A Multisensory Object-Centric Embodied Large Language Model in 3D World CVPR 2024 Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision EMNLP 2024 Multi-Strategy Deployment-Time Learning and Adaptation for Navigation under Uncertainty CoRL 2024 Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning NAACL 2024 NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models AAAI 2024 Navigate Complex Physical Worlds via Geometrically Constrained LLM EMNLP 2024 Near-Optimal Learning and Planning in Separated Latent MDPs COLT 2024