← Core AI
Artificial Intelligence › Core AI ›

Planning

3112 directly classified papers

Papers per year

Papers

LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models EMNLP 2025
On Shallow Planning Under Partial Observability AAAI 2025
MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs EMNLP 2025
Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models ACL 2025
CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs EMNLP 2025
AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment ACL 2025
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review EMNLP 2025
Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving AAAI 2025
Generative Planning with 3D-Vision Language Pre-training for End-to-End Autonomous Driving AAAI 2025
Optimal Control Operator Perspective and a Neural Adaptive Spectral Method AAAI 2025
Revelations: A Decidable Class of POMDPs with Omega-Regular Objectives AAAI 2025
Int2Planner: An Intention-based Multi-modal Motion Planner for Integrated Prediction and Planning AAAI 2025
LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning AAAI 2025
LTLf Synthesis Under Unreliable Input AAAI 2025
M^3PC: Test-time Model Predictive Control using Pretrained Masked Trajectory Model ICLR 2025
Dyve: Thinking Fast and Slow for Dynamic Process Verification EMNLP 2025
Optimizing Heat Alert Issuance with Reinforcement Learning AAAI 2025
In Search of Trees: Decision-Tree Policy Synthesis for Black-Box Systems via Search AAAI 2025
DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning EMNLP 2025
TCP: a Benchmark for Temporal Constraint-Based Planning EMNLP 2025
Stepwise Informativeness Search for Improving LLM Reasoning EMNLP 2025
Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models EMNLP 2025
Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning EMNLP 2025
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding ACL 2025
Anytime Multi-Agent Path Finding with an Adaptive Delay-Based Heuristic AAAI 2025