Beyond Value: CheckList for Testing Inferences in Planning-Based RL.
Kin-Ho LamDelyar TabatabaiJed IrvineDonald BertucciAnita RuangrotsakunMinsuk KahngAlan FernPublished in: ICAPS (2022)
Keyphrases
- reinforcement learning
- action selection
- planning problems
- test cases
- state space
- heuristic search
- complex domains
- plan generation
- data sets
- model free
- motion planning
- function approximation
- test set
- optimal policy
- decision support
- domain independent
- decision theoretic
- goal directed
- solving problems
- goal oriented
- partially observable markov decision processes
- software development