What is the difference between fully observable MDPs and POMDPs?
In a fully observable MDP the agent can directly observe which state it is in. In a POMDP the agent can not directly observe the state, but it can make observations that are dependent on the state.
Consistency for CSP
SLS for CSP
Belief and Decision Networks
STRIPS to CSP