Sandhya Saisubramanian
5 papers · 2019–2023 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
π
Conference Polyglot Β· Bronze
π
Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(12)
π£
Hot Topic Early Bird
π
Conference Pioneer
Top co-authors
Research topics
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
Explanation-Guided Reward Alignment
IJCAI 2023
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
A Multi-Objective Approach to Mitigate Negative Side Effects
IJCAI 2020
Adaptive Modeling for Risk-Aware Decision Making
AAAI 2019