Sandhya Saisubramanian
5 papers · 2019–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(12)
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Conference Pioneer
Conferences
AAAI (3)
IJCAI (2)
Top co-authors
Keywords
negative side effect
(2)
markov decision process
(2)
trajectory modeling
(1)
inverse reinforcement learning
(1)
model-based reinforcement learning
(1)
penalty functions
(1)
finite state controllers
(1)
multi-objective optimization
(1)
human feedback
(1)
autonomous agent
(1)
reward shaping
(1)
planning algorithm
(1)
autonomous system
(1)
trajectory ranking
(1)
constrained mdp
(1)
adaptive modeling
(1)
open-world environment
(1)
policy constraint
(1)
robust reasoning
(1)
reward alignment
(1)
Papers
Planning and Learning for Non-markovian Negative Side Effects Using Finite State Controllers
AAAI 2023
Planning and Learning for Reliable Autonomy in the Open World
AAAI 2023
Explanation-Guided Reward Alignment
IJCAI 2023
A Multi-Objective Approach to Mitigate Negative Side Effects
IJCAI 2020
Adaptive Modeling for Risk-Aware Decision Making
AAAI 2019