Cover Image

Training and Agentic Inference Strategies for LLM-based Manim Animation Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Silva, Ravidu Suien Rammuni, Lotfi, Ahmad, Ihianle, Isibor Kennedy, Shahtahmassebi, Golnaz, Bird, Jordan J.
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence Graphics Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ArtBrain: An Explainable end-to-end Toolkit for Classification and Attribution of AI-Generated Art and Style
by: Silva, Ravidu Suien Rammuni, et al.
Published: (2024)

FM-G-CAM: A Holistic Approach for Explainable AI in Computer Vision
by: Silva, Ravidu Suien Rammuni, et al.
Published: (2023)

Agent-based visualization of streaming text
by: Benson, Jordan Riley, et al.
Published: (2025)

HyperAgent: Leveraging Hypergraphs for Topology Optimization in Multi-Agent Communication
by: Zhang, Heng, et al.
Published: (2025)

LayerCraft: Enhancing Text-to-Image Generation with CoT Reasoning and Layered Object Integration
by: Zhang, Yuyao, et al.
Published: (2025)

Emergent Crowd Grouping via Heuristic Self-Organization
by: Liao, Xiao-Cheng, et al.
Published: (2024)

NLI4VolVis: Natural Language Interaction for Volume Visualization via LLM Multi-Agents and Editable 3D Gaussian Splatting
by: Ai, Kuangshi, et al.
Published: (2025)

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces
by: Xu, Zhenran, et al.
Published: (2025)

T2VTree: User-Centered Visual Analytics for Agent-Assisted Thought-to-Video Authoring
by: Zheng, Zhuoyun, et al.
Published: (2026)

CartoAgent: a multimodal large language model-powered multi-agent cartographic framework for map style transfer and evaluation
by: Wang, Chenglong, et al.
Published: (2025)

From Idea to Co-Creation: A Planner-Actor-Critic Framework for Agent Augmented 3D Modeling
by: Gao, Jin, et al.
Published: (2026)

TeamHOI: Learning a Unified Policy for Cooperative Human-Object Interactions with Any Team Size
by: Lionar, Stefan, et al.
Published: (2026)

NoiseNCA: Noisy Seed Improves Spatio-Temporal Continuity of Neural Cellular Automata
by: Pajouheshgar, Ehsan, et al.
Published: (2024)

IMAGAgent: Orchestrating Multi-Turn Image Editing via Constraint-Aware Planning and Reflection
by: Shen, Fei, et al.
Published: (2026)

Manim for STEM Education: Visualizing Complex Problems Through Animation
by: Zhang, Christina
Published: (2025)

ASAP: an Agentic Solution to Auto-optimize Performance of Large-Scale LLM Training
by: Ding, Yuran, et al.
Published: (2025)

Agentic LLM Workflows for Generating Patient-Friendly Medical Reports
by: Sudarshan, Malavikha, et al.
Published: (2024)

Enwar 3.0: An Agentic Multi-Modal LLM Orchestrator for Situation-Aware Beamforming, Blockage Prediction, and Handover Management
by: Nazar, Ahmad M., et al.
Published: (2026)

AgenticPrecoding: LLM-Empowered Multi-Agent System for Precoding Optimization
by: Yang, Zijiu, et al.
Published: (2026)

ThunderAgent: A Simple, Fast and Program-Aware Agentic Inference System
by: Kang, Hao, et al.
Published: (2026)

Neural Cellular Automata: From Cells to Pixels
by: Pajouheshgar, Ehsan, et al.
Published: (2025)

Towards the Autonomous Optimization of Urban Logistics: Training Generative AI with Scientific Tools via Agentic Digital Twins and Model Context Protocol
by: Xu, Haowen, et al.
Published: (2025)

RobustFlow: Towards Robust Agentic Workflow Generation
by: Xu, Shengxiang, et al.
Published: (2025)

Evolution of Cooperation in LLM-Agent Societies: A Preliminary Study Using Different Punishment Strategies
by: Warnakulasuriya, Kavindu, et al.
Published: (2025)

Integrating Anomaly Detection into Agentic AI for Proactive Risk Management in Human Activity
by: Zorriassatine, Farbod, et al.
Published: (2026)

Agentic Federated Learning: The Future of Distributed Training Orchestration
by: Jarczewski, Rafael O., et al.
Published: (2026)

SoK: Security of Autonomous LLM Agents in Agentic Commerce
by: Mao, Qian'ang, et al.
Published: (2026)

AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?
by: Zhang, Guibin, et al.
Published: (2025)

Aether: Network Validation Using Agentic AI and Digital Twin
by: Auge, Jordan, et al.
Published: (2026)

Towards Agentic OS: An LLM Agent Framework for Linux Schedulers
by: Zheng, Yusheng, et al.
Published: (2025)

Agentic AI Framework for Smart Inventory Replenishment
by: Syed, Toqeer Ali, et al.
Published: (2025)

SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence
by: Zhang, Yao, et al.
Published: (2025)

The Influence of Human-inspired Agentic Sophistication in LLM-driven Strategic Reasoners
by: Trencsenyi, Vince, et al.
Published: (2025)

Agentic AI Framework for Cloudburst Prediction and Coordinated Response
by: Syed, Toqeer Ali, et al.
Published: (2025)

MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems
by: Ye, Rui, et al.
Published: (2025)

Multi-Agentic Approach for History Matching of Oil Reservoirs
by: Samigullin, Linar, et al.
Published: (2026)

CARES: Collaborative Agentic Reasoning for Error Detection in Surgery
by: Low, Chang Han, et al.
Published: (2025)

ClawMobile: Rethinking Smartphone-Native Agentic Systems
by: Du, Hongchao, et al.
Published: (2026)

AgentFixer: From Failure Detection to Fix Recommendations in LLM Agentic Systems
by: Mulian, Hadar, et al.
Published: (2026)

Know the Ropes: A Heuristic Strategy for LLM-based Multi-Agent System Design
by: Li, Zhenkun, et al.
Published: (2025)