Hosein Hasanbeig
4 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
🏆
Keyword Champion
Conferences
AAAI (2)
L4DC (1)
NIPS (1)
Top co-authors
Keywords
policy synthesis
(2)
trajectory prediction
(1)
markov decision process
(1)
safe reinforcement learning
(1)
risk bound
(1)
cognitive map
(1)
safety constraint
(1)
sparse reward
(1)
control policy
(1)
finite state automaton
(1)
belief update
(1)
safe exploration
(1)
bayesian exploration
(1)
large language model
(1)
systematic evaluation
(1)
belief state planning
(1)
symbolic task inference
(1)
bayesian inference
(1)
state machine synthesis
(1)
Papers
Symbolic Task Inference in Deep Reinforcement Learning (Abstract Reprint)
AAAI 2026
Mission-driven Exploration for Accelerated Deep Reinforcement Learning with Temporal Logic Task Specifications
L4DC 2025
Safeguarded Progress in Reinforcement Learning: Safe Bayesian Exploration for Control Policy Synthesis
AAAI 2024
Evaluating Cognitive Maps and Planning in Large Language Models with CogEval
NIPS 2023