Rashmeet Kaur Nayyar
7 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Cross-Pollinator (15) π Interdisciplinary Bridge π Conference Polyglot (3) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Unstoppable
(5)
Conferences
AAAI (5)
NIPS (1)
UAI (1)
Top co-authors
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
Learning Generalized Policy Automata for Relational Stochastic Shortest Path Problems
NIPS 2022
Differential Assessment of Black-Box AI Agents
AAAI 2022