Planning

A Multi-Valued Decision Diagram-Based Approach to Constrained Optimal Path Problems over Directed Acyclic Graphs IJCAI 2024 An Approximate Skolem Function Counter AAAI 2024 Android in the Zoo: Chain-of-Action-Thought for GUI Agents EMNLP 2024 An Effective Polynomial Technique for Compiling Conditional Effects Away AAAI 2024 An Offline Adaptation Framework for Constrained Multi-Objective Reinforcement Learning NeurIPS 2024 A Notion of Complexity for Theory of Mind via Discrete World Models EMNLP 2024 AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos? ICLR 2024 AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction EMNLP 2024 Approximate Control for Continuous-Time POMDPs AISTATS 2024 Approximate Dec-POMDP Solving Using Multi-Agent A* IJCAI 2024 Approximation Algorithms for Observer Aware MDPs UAI 2024 APRICOT: Active Preference Learning and Constraint-Aware Task Planning with LLMs CoRL 2024 A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis ICLR 2024 Assessing Logical Puzzle Solving in Large Language Models: Insights from a Minesweeper Case Study NAACL 2024 AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? EMNLP 2024 A Surprisingly Simple Continuous-Action POMDP Solver: Lazy Cross-Entropy Search Over Policy Trees AAAI 2024 A Survey on Model-Free Goal Recognition IJCAI 2024 A Survey on Plan Optimization IJCAI 2024 ATG: Benchmarking Automated Theorem Generation for Generative Language Models NAACL 2024 A Training Data Recipe to Accelerate A* Search with Language Models EMNLP 2024 A Unifying Variational Framework for Gaussian Process Motion Planning AISTATS 2024 AuRoRA: A One-for-all Platform for Augmented Reasoning and Refining with Task-Adaptive Chain-of-Thought Prompting COLING 2024 AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning ACL 2024 AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints ACL 2024 Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents EMNLP 2024