Bio AI Agent: A Multi-Agent Artificial Intelligence System for Autonomous CAR-T Cell Therapy Development with Integrated Target Discovery, Toxicity Prediction, and Rational Molecular Design
Fuente:
arXiv
Saved in:
| Main Authors: | Ni, Yi, Zhu, Liwei, Li, Shuai |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
NeuroState-Bench: A Human-Calibrated Benchmark for Commitment Integrity in LLM Agent Profiles
by: Jia, Xiao
Published: (2026)
by: Jia, Xiao
Published: (2026)
MDIA: A Multi-Agent Diagnostic Intelligence Pipeline on HealthBench Professional
by: Cruz, Roberto, et al.
Published: (2026)
by: Cruz, Roberto, et al.
Published: (2026)
Manipulating Transformer-Based Models: Controllability, Steerability, and Robust Interventions
by: Alpay, Faruk, et al.
Published: (2025)
by: Alpay, Faruk, et al.
Published: (2025)
Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents
by: Tang, Wenjie, et al.
Published: (2026)
by: Tang, Wenjie, et al.
Published: (2026)
AI Agents: Evolution, Architecture, and Real-World Applications
by: Krishnan, Naveen
Published: (2025)
by: Krishnan, Naveen
Published: (2025)
Adaptive Minds: Empowering Agents with LoRA-as-Tools
by: Shekar, Pavan C, et al.
Published: (2025)
by: Shekar, Pavan C, et al.
Published: (2025)
Territory Paint Wars: Diagnosing and Mitigating Failure Modes in Competitive Multi-Agent PPO
by: Singh, Diyansha
Published: (2026)
by: Singh, Diyansha
Published: (2026)
A Simple Approximate Bayesian Inference Neural Surrogate for Stochastic Petri Net Models
by: Manu, Bright Kwaku, et al.
Published: (2025)
by: Manu, Bright Kwaku, et al.
Published: (2025)
A Multi-Agent Framework for Medical AI: Leveraging Fine-Tuned GPT, LLaMA, and DeepSeek R1 for Evidence-Based and Bias-Aware Clinical Query Processing
by: Nourmohammadi, Naeimeh, et al.
Published: (2026)
by: Nourmohammadi, Naeimeh, et al.
Published: (2026)
Agentic Discovery of Neural Architectures: AIRA-Compose and AIRA-Design
by: Pepe, Alberto, et al.
Published: (2026)
by: Pepe, Alberto, et al.
Published: (2026)
Robust and Diverse Multi-Agent Learning via Rational Policy Gradient
by: Lauffer, Niklas, et al.
Published: (2025)
by: Lauffer, Niklas, et al.
Published: (2025)
Portable Agent Memory: A Protocol for Cryptographically-Verified Memory Transfer Across Heterogeneous AI Agents
by: Ravindran, Santhosh Kumar
Published: (2026)
by: Ravindran, Santhosh Kumar
Published: (2026)
Gradient Atoms: Unsupervised Discovery, Attribution and Steering of Model Behaviors via Sparse Decomposition of Training Gradients
by: Rosser, J
Published: (2026)
by: Rosser, J
Published: (2026)
Multi-Agent Synergy-Driven Iterative Visual Narrative Synthesis
by: Xi, Wang, et al.
Published: (2025)
by: Xi, Wang, et al.
Published: (2025)
MACS: Multi-Agent Reinforcement Learning for Optimization of Crystal Structures
by: Zamaraeva, Elena, et al.
Published: (2025)
by: Zamaraeva, Elena, et al.
Published: (2025)
ART: Adaptive Response Tuning Framework -- A Multi-Agent Tournament-Based Approach to LLM Response Optimization
by: Khan, Omer Jauhar
Published: (2025)
by: Khan, Omer Jauhar
Published: (2025)
AdaptOrch: Task-Adaptive Multi-Agent Orchestration in the Era of LLM Performance Convergence
by: Yu, Geunbin
Published: (2026)
by: Yu, Geunbin
Published: (2026)
VALID-Mol: a Systematic Framework for Validated LLM-Assisted Molecular Design
by: Malikussaid, et al.
Published: (2025)
by: Malikussaid, et al.
Published: (2025)
Solving Zebra Puzzles Using Constraint-Guided Multi-Agent Systems
by: Berman, Shmuel, et al.
Published: (2024)
by: Berman, Shmuel, et al.
Published: (2024)
InterFeat: A Pipeline for Finding Interesting Scientific Features
by: Ofer, Dan, et al.
Published: (2025)
by: Ofer, Dan, et al.
Published: (2025)
ABot-Claw: A Foundation for Persistent, Cooperative, and Self-Evolving Robotic Agents
by: Huo, Dongjie, et al.
Published: (2026)
by: Huo, Dongjie, et al.
Published: (2026)
Your Data, My Model: Learning Who Really Helps in Federated Learning
by: Abdurakhmanova, Shamsiiat, et al.
Published: (2024)
by: Abdurakhmanova, Shamsiiat, et al.
Published: (2024)
Dynamic Dual-Granularity Skill Bank for Agentic RL
by: Tu, Songjun, et al.
Published: (2026)
by: Tu, Songjun, et al.
Published: (2026)
Emergent Coordination in Multi-Agent Systems via Pressure Fields and Temporal Decay
by: Rodriguez, Roland
Published: (2026)
by: Rodriguez, Roland
Published: (2026)
Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward
by: Xu, Renjun, et al.
Published: (2026)
by: Xu, Renjun, et al.
Published: (2026)
Enhancing mortality prediction in cardiac arrest ICU patients through meta-modeling of structured clinical data from MIMIC-IV
by: Mamatov, Nursultan, et al.
Published: (2025)
by: Mamatov, Nursultan, et al.
Published: (2025)
Layer Probing Improves Kinase Functional Prediction with Protein Language Models
by: Kumar, Ajit, et al.
Published: (2025)
by: Kumar, Ajit, et al.
Published: (2025)
LLM-Assisted Iterative Evolution with Swarm Intelligence Toward SuperBrain
by: Weigang, Li, et al.
Published: (2025)
by: Weigang, Li, et al.
Published: (2025)
Adaptive Latent-Space Constraints in Personalized Federated Learning
by: Ayromlou, Sana, et al.
Published: (2025)
by: Ayromlou, Sana, et al.
Published: (2025)
The Six Sigma Agent: Achieving Enterprise-Grade Reliability in LLM Systems Through Consensus-Driven Decomposed Execution
by: Patel, Khush, et al.
Published: (2026)
by: Patel, Khush, et al.
Published: (2026)
Memory-Augmented State Machine Prompting: A Novel LLM Agent Framework for Real-Time Strategy Games
by: Qi, Runnan, et al.
Published: (2025)
by: Qi, Runnan, et al.
Published: (2025)
Client-Conditional Federated Learning via Local Training Data Statistics
by: Brännvall, Rickard
Published: (2026)
by: Brännvall, Rickard
Published: (2026)
Analysing Factorizations of Action-Value Networks for Cooperative Multi-Agent Reinforcement Learning
by: Castellini, Jacopo, et al.
Published: (2019)
by: Castellini, Jacopo, et al.
Published: (2019)
ME-IGM: Individual-Global-Max in Maximum Entropy Multi-Agent Reinforcement Learning
by: Chen, Wen-Tse, et al.
Published: (2024)
by: Chen, Wen-Tse, et al.
Published: (2024)
On the Fundamental Limitations of Decentralized Learnable Reward Shaping in Cooperative Multi-Agent Reinforcement Learning
by: Akella, Aditya
Published: (2025)
by: Akella, Aditya
Published: (2025)
Multi-Agent Object Detection Framework Based on Raspberry Pi YOLO Detector and Slack-Ollama Natural Language Interface
by: Kalušev, Vladimir, et al.
Published: (2026)
by: Kalušev, Vladimir, et al.
Published: (2026)
ChromaFlow: A Negative Ablation Study of Orchestration Overhead in Tool-Augmented Agent Evaluation
by: Mittal, Tarun
Published: (2026)
by: Mittal, Tarun
Published: (2026)
Advancing Multimodal Agent Reasoning with Long-Term Neuro-Symbolic Memory
by: Jiang, Rongjie, et al.
Published: (2026)
by: Jiang, Rongjie, et al.
Published: (2026)
Communicative Agents for Slideshow Storytelling Video Generation based on LLMs
by: Fan, Jingxing, et al.
Published: (2025)
by: Fan, Jingxing, et al.
Published: (2025)
Performance Evaluation of Sentiment Analysis on Text and Emoji Data Using End-to-End, Transfer Learning, Distributed and Explainable AI Models
by: Velampalli, Sirisha, et al.
Published: (2025)
by: Velampalli, Sirisha, et al.
Published: (2025)
Similar Items
-
NeuroState-Bench: A Human-Calibrated Benchmark for Commitment Integrity in LLM Agent Profiles
by: Jia, Xiao
Published: (2026) -
MDIA: A Multi-Agent Diagnostic Intelligence Pipeline on HealthBench Professional
by: Cruz, Roberto, et al.
Published: (2026) -
Manipulating Transformer-Based Models: Controllability, Steerability, and Robust Interventions
by: Alpay, Faruk, et al.
Published: (2025) -
Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents
by: Tang, Wenjie, et al.
Published: (2026) -
AI Agents: Evolution, Architecture, and Real-World Applications
by: Krishnan, Naveen
Published: (2025)