Hosein Hasanbeig
4 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
policy synthesis
(2)
sample efficiency
(1)
robot navigation
(1)
bayesian inference
(1)
trajectory prediction
(1)
markov decision process
(1)
safe reinforcement learning
(1)
risk bound
(1)
cognitive map
(1)
safety constraint
(1)
exploration strategy
(1)
sparse reward
(1)
control policy
(1)
linear temporal logic
(1)
deep q-learning
(1)
finite state automaton
(1)
belief update
(1)
safe exploration
(1)
bayesian exploration
(1)
large language model
(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
NeurIPS 2023