Wadhwani School of Data Science and Artificial Intelligence
  • People
    • Faculty
    • Researchers
    • Management
    • Staff
    • Alumni
  • Academics
    • UG Programs
    • PG Programs
    • Research
    • Online Certificate Programs
    • Online Courses
    • Training Programs
  • Opportunities
    • Internships
    • Fellowships
    • Industry Collaborations
    • Faculty Careers
  • News & Events
    • Events
    • News
    • Newsletter
  • Research
    • Overview
    • Themes
    • Projects
    • Research Centres
    • Collaborations
  • Outcomes
    • Publications
    • Preprints
    • Whitepapers
    • Software & Datasets
    • Blogs
  • PhD Candidacy Exam Format
  • Open Positions
  • Grievances
  • For Current Students
  • For Prospective Industry
  • For Prospective Faculty
  • For Prospective Student
  • Upcoming Events
  • Contact

Menu

  • People
    • Faculty
    • Researchers
    • Management
    • Staff
    • Alumni
  • Academics
    • UG Programs
    • PG Programs
    • Research
    • Online Certificate Programs
    • Online Courses
    • Training Programs
  • Opportunities
    • Internships
    • Fellowships
    • Industry Collaborations
    • Faculty Careers
  • News & Events
    • Events
    • News
    • Newsletter
  • Research
    • Overview
    • Themes
    • Projects
    • Research Centres
    • Collaborations
  • Outcomes
    • Publications
    • Preprints
    • Whitepapers
    • Software & Datasets
    • Blogs

Quick Links

  • PhD Candidacy Exam Format
  • Open Positions
  • Grievances
  • For Current Students
  • For Prospective Industry
  • For Prospective Faculty
  • For Prospective Student
  • Upcoming Events
  • Contact
  • Home
  • Tags
  • Planning

Planning

RePReL: a unified framework for integrating relational planning and reinforcement learning for effective abstraction in discrete and continuous domains

Publications

Tags: Reinforcement learning, Planning

RePReL: Integrating Relational Planning and Reinforcement Learning for Effective Abstraction

Publications

State abstraction is necessary for better task transfer in complex reinforcement learning environments. Inspired by the benefit of state abstraction in MAXQ and building upon hybrid planner-RL architectures, we propose …

Tags: Reinforcement learning, Planning

logo footer
IITM Logo

Founded in 2024, the School brings together several faculty with expertise in various areas of Data Science and AI, to work together on impactful problems of direct relevance to the society.

Contact Us

044 2257 8980
office@dsai.iitm.ac.in
6th Floor, New Academic Complex 2,
Indian Institute of Technology Madras,
Chennai-600036, India

Quick Links

  1. For Current Students
  2. Grievances
  3. PhD Candidacy Exam Format
  4. Faculty
  5. UG Programs
  6. PG Programs
  7. Research
  8. Online Certificate Programs
  9. Online Courses
  10. Training Programs
  11. Internships
  12. Fellowships
  13. Industry Collaborations
  14. Upcoming Events
  15. Contact

Wadhwani School of Data Science and Artificial Intelligence | IIT Madras © 2026