Artificial Intelligence › Core AI ›

Planning

3112 directly classified papers

Papers per year

Papers

BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology EMNLP 2023

Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning NIPS 2023

Transformer-based Planning for Symbolic Regression NIPS 2023

SatLM: Satisfiability-Aided Language Models Using Declarative Prompting NIPS 2023

AdaPlanner: Adaptive Planning from Feedback with Language Models NIPS 2023

Let’s Think Frame by Frame with VIP: A Video Infilling and Prediction Dataset for Evaluating Video Chain-of-Thought EMNLP 2023

Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts EMNLP 2023

Evaluating Cognitive Maps and Planning in Large Language Models with CogEval NIPS 2023

PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change NIPS 2023

Heuristic-Search Approaches for the Multi-Objective Shortest-Path Problem: Progress and Research Opportunities IJCAI 2023

Context-Aware Planning and Environment-Aware Memory for Instruction Following Embodied Agents ICCV 2023

Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents NIPS 2023

Large Language Models can Implement Policy Iteration NIPS 2023

Large Language Models as Commonsense Knowledge for Large-Scale Task Planning NIPS 2023

What’s Left? Concept Grounding with Logic-Enhanced Foundation Models NIPS 2023

Adaptive Policy with Wait-k Model for Simultaneous Translation EMNLP 2023

The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP 2023

Reasoning with Language Model is Planning with World Model EMNLP 2023

Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models NIPS 2023

Find What You Want: Learning Demand-conditioned Object Attribute Space for Demand-driven Navigation NIPS 2023

Tree of Thoughts: Deliberate Problem Solving with Large Language Models NIPS 2023

Demo2Code: From Summarizing Demonstrations to Synthesizing Code via Extended Chain-of-Thought NIPS 2023

Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning NIPS 2023

Multimedia Generative Script Learning for Task Planning ACL 2023

Improved Instruction Ordering in Recipe-Grounded Conversation ACL 2023