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Planning

3112 directly classified papers

Papers per year

Papers

Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning ACL 2024

Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering COLING 2024

Graph Learning for Numeric Planning NIPS 2024

PDDLEGO: Iterative Planning in Textual Environments NAACL 2024

Reward-Respecting Subtasks for Model-Based Reinforcement Learning (Abstract Reprint) AAAI 2024

Optimizing the Optimization of Planning Domains by Automatic Action Schema Splitting AAAI 2024

LaneGraph2Seq: Lane Topology Extraction with Language Model via Vertex-Edge Encoding and Connectivity Enhancement AAAI 2024

An Effective Polynomial Technique for Compiling Conditional Effects Away AAAI 2024

BITS Pilani at SemEval-2024 Task 9: Prompt Engineering with GPT-4 for Solving Brainteasers SEMEVAL 2024

Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation NIPS 2024

Theoretical Study on Multi-objective Heuristic Search IJCAI 2024

Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning AAAI 2024

Learning Generalizable and Composable Abstractions for Transfer in Reinforcement Learning AAAI 2024

Chain of Logic: Rule-Based Reasoning with Large Language Models ACL 2024

Goal Alignment: Re-analyzing Value Alignment Problems Using Human-Aware AI AAAI 2024

Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios ACL 2024

When is Tree Search Useful for LLM Planning? It Depends on the Discriminator ACL 2024

EDC: Effective and Efficient Dialog Comprehension For Dialog State Tracking NAACL 2024

Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL 2024

Timing as an Action: Learning When to Observe and Act AISTATS 2024

Interactive Plan Selection Using Linear Temporal Logic, Disjunctive Action Landmarks, and Natural Language Instruction AAAI 2024

PROC2PDDL: Open-Domain Planning Representations from Texts ACL 2024

Learning to Learn in Interactive Constraint Acquisition AAAI 2024

SkillCLIP: Skill Aware Modality Fusion Visual Question Answering (Student Abstract) AAAI 2024

Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following NIPS 2024