Research @Berkeley RDI

Advancing the Frontier of Agentic AI and Decentralized Intelligence

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Core Research Thrusts

Pioneering the next generation of AI and Agentic AI

Agentic AI Foundation

  • Reasoning and Planning
  • Reinforcement Learning
  • Lifelong Learning and Self-Improvement

AI Safety and Security

  • Robustness and Adversarial Resilience
  • Oversight, Alignment, and Control
  • Interpretability and Monitoring
  • Privacy

Agentic AI Applications

  • Web Agents
  • Coding Agents
  • Deep Research Agents
  • Multi-Agent Systems

AI for Cybersecurity

  • AI Cybersecurity Capability Evaluation
  • Threat Detection and Intrusion Prevention
  • Automated Vulnerability Discovery
  • Cyber Deception and Active Defense

AI for Program Synthesis and Secure Code

  • Program Synthesis and Automated Code Generation
  • Secure Code Generation and Verification
  • AI-Driven Formal Methods (static analysis, correctness proofs)

Decentralization Technology

  • Zero-Knowledge Proofs
  • DeFi
  • Applied Cryptography
  • Metaverse and Synthetic Worlds
  • Privacy

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