Shivashankar B. Nair

Employment

• Indian Institute of Technology Guwahati Professor
  1998 - Present
• Amravati University Sr. Lecturer
  1986 - 1998

Education

• Amravati University Ph.D.
  1990 - 1998

Projects & Funding

Projects & funding information is unavailable.

Publications (56)

• A Reinforcement Learning–Inspired Latent Yield-Based Adaptive Algorithm Switching Mechanism
  2026 0 citations DOI: 10.1007/978-3-032-23604-3_8
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• ChaoticImmuneNet: A Chaos-driven Immunity Inspired Neural Network Paradigm for Embodied Intelligence in Resource-Constrained Devices
  ACM Journal on Emerging Technologies in Computing Systems 2026 1 citation DOI: 10.1145/3764930
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• Smarter Robots, Fewer Queries: A Knowledge-Driven Approach to Reduce LLM Dependency
  2025 0 citations DOI: 10.1145/3787370.3787413
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• GADANN: A Virtual-to-Real knowledge transfer and adaptation method for edge devices
  Internet of Things 2025 2 citations DOI: 10.1016/j.iot.2025.101615
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• RoboDA: A Dataset for Domain Adaptation in Robot Vision
  IETE Technical Review 2025 0 citations DOI: 10.1080/02564602.2025.2485900
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• Immuno-inspired Selective Aggregation for Decentralized Federated Deep Reinforcement Learning
  2024 0 citations DOI: 10.1145/3638530.3654292
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• Onboard Class Incremental Learning for Resource-Constrained scenarios using Genetic Algorithm and TinyML
  2024 2 citations DOI: 10.1145/3638530.3654392
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• Enhancing Siamese Neural Networks for Multi-class Classification: An Immuno-inspired approach
  2023 0 citations DOI: 10.1145/3583133.3595827
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• Transfer Learning for Embodied Neuroevolution
  2023 0 citations DOI: 10.1145/3583133.3596400
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• On Mobile-Agent-based Swarm Reinforcement Learning in a Heterogeneous Robotic Network
  2023 1 citation DOI: 10.1145/3610419.3610499
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