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Planning

3112 directly classified papers

Papers per year

Papers

Show and Guide: Instructional-Plan Grounded Vision and Language Model EMNLP 2024

Real-time safe control of neural network dynamic models with sound approximation L4DC 2024

DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models EMNLP 2024

Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning ACL 2024

Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives ACL 2024

Agent Lumos: Unified and Modular Training for Open-Source Language Agents ACL 2024

Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract) AAAI 2024

Omega-Regular Decision Processes AAAI 2024

PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset ACL 2024

Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation AAAI 2024

Simplifying Complex Observation Models in Continuous POMDP Planning with Probabilistic Guarantees and Practice AAAI 2024

Learning Safe Action Models with Partial Observability AAAI 2024

A Surprisingly Simple Continuous-Action POMDP Solver: Lazy Cross-Entropy Search Over Policy Trees AAAI 2024

Stop! Planner Time: Metareasoning for Probabilistic Planning Using Learned Performance Profiles AAAI 2024

Winnie: Task-Oriented Dialog System with Structure-Aware Contrastive Learning and Enhanced Policy Planning AAAI 2024

Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning AAAI 2024

Decentralized Monte Carlo Tree Search for Partially Observable Multi-Agent Pathfinding AAAI 2024

Convex approximations for a bi-level formulation of data-enabled predictive control L4DC 2024

Foundations of Reactive Synthesis for Declarative Process Specifications AAAI 2024

Factored Online Planning in Many-Agent POMDPs AAAI 2024

Approximate Dec-POMDP Solving Using Multi-Agent A* IJCAI 2024

QuBE: Question-based Belief Enhancement for Agentic LLM Reasoning EMNLP 2024

Debug Smarter, Not Harder: AI Agents for Error Resolution in Computational Notebooks EMNLP 2024

Towards Tight Convex Relaxations for Contact-Rich Manipulation RSS 2024

Interactive Theorem Provers: Applications in AI, Opportunities, and Challenges AAAI 2024