Cover Image

Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Erdogan, Lutfi Eren, Lee, Nicholas, Kim, Sehoon, Moon, Suhong, Furuta, Hiroki, Anumanchipalli, Gopala, Keutzer, Kurt, Gholami, Amir
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

TinyAgent: Function Calling at the Edge
by: Erdogan, Lutfi Eren, et al.
Published: (2024)

Characterizing Prompt Compression Methods for Long Context Inference
by: Jha, Siddharth, et al.
Published: (2024)

Efficient and Scalable Estimation of Tool Representations in Vector Space
by: Moon, Suhong, et al.
Published: (2024)

An LLM Compiler for Parallel Function Calling
by: Kim, Sehoon, et al.
Published: (2023)

Agentic Test-Time Scaling for WebAgents
by: Lee, Nicholas, et al.
Published: (2026)

LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement
by: Lee, Nicholas, et al.
Published: (2024)

SPEED: Speculative Pipelined Execution for Efficient Decoding
by: Hooper, Coleman, et al.
Published: (2023)

Multipole Attention for Efficient Long Context Reasoning
by: Hooper, Coleman, et al.
Published: (2025)

Squeezed Attention: Accelerating Long Context Length LLM Inference
by: Hooper, Coleman, et al.
Published: (2024)

ETS: Efficient Tree Search for Inference-Time Scaling
by: Hooper, Coleman, et al.
Published: (2025)

SqueezeLLM: Dense-and-Sparse Quantization
by: Kim, Sehoon, et al.
Published: (2023)

Stochastic Communication Avoidance for Recommendation Systems
by: Erdogan, Lutfi Eren, et al.
Published: (2024)

Towards Hierarchical Spoken Language Dysfluency Modeling
by: Lian, Jiachen, et al.
Published: (2024)

Learned Best-Effort LLM Serving
by: Jha, Siddharth, et al.
Published: (2024)

A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
by: Gur, Izzeddin, et al.
Published: (2023)

Speculative Interaction Agents: Building Real-Time Agents with Asynchronous I/O and Speculative Tool Calling
by: Hooper, Coleman, et al.
Published: (2026)

Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing
by: Gupta, Akshat, et al.
Published: (2024)

Self-Assessment Tests are Unreliable Measures of LLM Personality
by: Gupta, Akshat, et al.
Published: (2023)

AI and Memory Wall
by: Gholami, Amir, et al.
Published: (2024)

A Unified Framework for Model Editing
by: Gupta, Akshat, et al.
Published: (2024)

Is Bigger Edit Batch Size Always Better? -- An Empirical Study on Model Editing with Llama-3
by: Yoon, Junsang, et al.
Published: (2024)

Geometric Interpretation of Layer Normalization and a Comparative Analysis with RMSNorm
by: Gupta, Akshat, et al.
Published: (2024)

Model Editing at Scale leads to Gradual and Catastrophic Forgetting
by: Gupta, Akshat, et al.
Published: (2024)

Sylber 2.0: A Universal Syllable Embedding
by: Cho, Cheol Jun, et al.
Published: (2026)

Scaling Spoken Language Models with Syllabic Speech Tokenization
by: Lee, Nicholas, et al.
Published: (2025)

The Cognitive Bandwidth Bottleneck: Shifting Long-Horizon Agent from Planning with Actions to Planning with Schemas
by: Xu, Baixuan, et al.
Published: (2025)

CDLM: Consistency Diffusion Language Models For Faster Sampling
by: Kim, Minseo, et al.
Published: (2025)

Evolutionary Strategies lead to Catastrophic Forgetting in LLMs
by: Abdi, Immanuel, et al.
Published: (2026)

WebAnchor: Anchoring Agent Planning to Stabilize Long-Horizon Web Reasoning
by: Yu, Xinmiao, et al.
Published: (2026)

How Do LLMs Use Their Depth?
by: Gupta, Akshat, et al.
Published: (2025)

Efficient Knowledge Editing via Minimal Precomputation
by: Gupta, Akshat, et al.
Published: (2025)

Structured Preference Optimization for Vision-Language Long-Horizon Task Planning
by: Liang, Xiwen, et al.
Published: (2025)

One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks
by: Nehrdich, Sebastian, et al.
Published: (2024)

Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web
by: Furuta, Hiroki, et al.
Published: (2023)

Do Agents Need to Plan Step-by-Step? Rethinking Planning Horizon in Data-Centric Tool Calling
by: Otani, Naoki, et al.
Published: (2026)

DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints
by: Zhang, Yinger, et al.
Published: (2026)

MITRA: A Large-Scale Parallel Corpus and Multilingual Pretrained Language Model for Machine Translation and Semantic Retrieval for Pāli, Sanskrit, Buddhist Chinese, and Tibetan
by: Nehrdich, Sebastian, et al.
Published: (2026)

StyleStream: Real-Time Zero-Shot Voice Style Conversion
by: Liu, Yisi, et al.
Published: (2026)

FineZip : Pushing the Limits of Large Language Models for Practical Lossless Text Compression
by: Mittu, Fazal, et al.
Published: (2024)

A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
by: Lee, Kuang-Huei, et al.
Published: (2024)