A sound reward-shaping mechanism generates belief-dependent rewards from certified LTL satisfaction and integrates it into Monte Carlo planning for POMDPs with temporal logic objectives.
Optimal control of logically con- strained partially observable and multiagent markov deci- sion processes.IEEE Transactions on Automatic Control, 70(1):263–277,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LO 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Ensuring Logic in the Fog: Sound POMDP Synthesis with LTL Objectives
A sound reward-shaping mechanism generates belief-dependent rewards from certified LTL satisfaction and integrates it into Monte Carlo planning for POMDPs with temporal logic objectives.