Rashmeet Kaur Nayyar

7 papers · 2022–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze

Venues

AAAI (5) NeurIPS (1) UAI (1)

Top co-authors

Siddharth Srivastava (6) Pulkit Verma (2) Naman Shah (2) Rushang Karia (2) Mehdi Dadvar (1) Jayesh Nagpal (1) Daksh Dobhal (1)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (3) Reinforcement Learning (3) Learning Types (3) Methods (3) Learning Paradigms (2) Applications (1)

Keywords

sample efficiency (3) state abstraction (3) hierarchical reinforcement learning (2) reinforcement learning (2) transfer learning (2) hierarchical planning (2) approximate dynamic programming (1) temporal abstraction (1) stochastic shortest path (1) hierarchical optimization (1) model drift (1) agent system (1) symbolic representation (1) explainable artificial intelligence (1) option discovery (1) temporal difference error (1) option learning (1) black-box agent (1) active querying (1) policy composition (1)

Papers

Context-Sensitive Abstractions for Reinforcement Learning with Parameterized Actions AAAI 2026 Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning AAAI 2025 Using Explainable AI and Hierarchical Planning for Outreach with Robots AAAI 2025 Learning Generalizable and Composable Abstractions for Transfer in Reinforcement Learning AAAI 2024 Conditional abstraction trees for sample-efficient reinforcement learning UAI 2023 Differential Assessment of Black-Box AI Agents AAAI 2022 Learning Generalized Policy Automata for Relational Stochastic Shortest Path Problems NeurIPS 2022