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Planning

3112 directly classified papers

Papers per year

Papers

Robust Active Measuring under Model Uncertainty AAAI 2024

MindMap: Constructing Evidence Chains for Multi-Step Reasoning in Large Language Models AAAI 2024

Speculative Monte-Carlo Tree Search NIPS 2024

Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving NIPS 2024

A Goal Interaction Graph Planning Framework for Conversational Recommendation AAAI 2024

Taking Action Towards Graceful Interaction: The Effects of Performing Actions on Modelling Policies for Instruction Clarification Requests EACL 2024

Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees NIPS 2024

WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment NIPS 2024

Can LLMs Fix Issues with Reasoning Models? Towards More Likely Models for AI Planning AAAI 2024

PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation NIPS 2024

Enhancing LLM Reasoning via Vision-Augmented Prompting NIPS 2024

Reinforcement Learning with Adaptive Regularization for Safe Control of Critical Systems NIPS 2024

AdaRefiner: Refining Decisions of Language Models with Adaptive Feedback NAACL 2024

Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning NAACL 2024

When CEGAR Meets Regression: A Love Story in Optimal Classical Planning AAAI 2024

On the Actionability of Outcome Prediction AAAI 2024

GOLD: Geometry Problem Solver with Natural Language Description NAACL 2024

Solving General Natural-Language-Description Optimization Problems with Large Language Models NAACL 2024

Program Synthesis with Best-First Bottom-Up Search (Abstract Reprint) AAAI 2024

Does Robin Hood Use a Lightsaber?: Automated Planning for Storytelling AAAI 2024

Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs NIPS 2024

Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks NIPS 2024

SayCanPay: Heuristic Planning with Large Language Models Using Learnable Domain Knowledge AAAI 2024

LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems NAACL 2024

Can LLM’s Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction Synthesis NAACL 2024