George Atia
5 papers · 2017–2023 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (7)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
Conferences
AAAI (2)
ICML (2)
IJCAI (1)
Top co-authors
Keywords
subspace clustering
(1)
spectral clustering
(1)
transfer learning
(1)
outlier detection
(1)
discount factor
(1)
bellman equation
(1)
dynamic programming
(1)
value iteration
(1)
linear programming
(1)
robust principal component analysis
(1)
stationary distribution
(1)
monte carlo tree search
(1)
subspace recovery
(1)
robust dynamic programming
(1)
robust markov decision process
(1)
average reward
(1)
sparse reward
(1)
reward shaping
(1)
formal specification
(1)
linear program
(1)
Papers
Robust Average-Reward Markov Decision Processes
AAAI 2023
Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree Search
AAAI 2021
Steady-State Policy Synthesis in Multichain Markov Decision Processes
IJCAI 2020
Coherence Pursuit: Fast, Simple, and Robust Subspace Recovery
ICML 2017
Innovation Pursuit: A New Approach to the Subspace Clustering Problem
ICML 2017