ASAP: Attention-Based State Space Abstraction for Policy Summarization.
Yanzhe BekkemoenHelge LangsethPublished in: ACML (2023)
Keyphrases
- state space
- optimal policy
- markov decision process
- state abstraction
- markov decision problems
- continuous state spaces
- action space
- markov decision processes
- heuristic search
- reward function
- dynamical systems
- dynamic programming
- partially observable
- reinforcement learning
- decision theoretic planning
- state variables
- multi document summarization
- infinite horizon
- high level
- markov chain
- control policies
- macro actions
- goal state
- initial state
- text summarization
- function approximation
- decision problems
- particle filter
- natural language processing
- search space