Loss-Calibrated Monte Carlo Action Selection.
Ehsan AbbasnejadJustin DomkeScott SannerPublished in: AAAI (2015)
Keyphrases
- monte carlo
- action selection
- robot soccer
- temporal difference
- basal ganglia
- reinforcement learning
- monte carlo simulation
- markov chain
- decision making
- importance sampling
- markovian decision
- monte carlo methods
- human robot
- adaptive sampling
- monte carlo tree search
- action selection mechanism
- stochastic approximation
- matrix inversion
- particle filter
- multi view
- optimal strategy
- point processes
- monte carlo method
- global illumination
- variance reduction
- simulated annealing
- confidence intervals