Maximum Entropy Reinforcement Learning with Evolution Strategies.
Longxiang ShiShijian LiQian ZhengLongbing CaoLong YangGang PanPublished in: IJCNN (2020)
Keyphrases
- maximum entropy
- evolution strategy
- reinforcement learning
- evolutionary algorithm
- maximum entropy principle
- differential evolution
- numerical optimization
- markov models
- particle swarm optimization algorithm
- genetic algorithm
- state space
- iterative scaling
- minimum cross entropy
- principle of maximum entropy
- transformation based learning
- global search
- markov decision processes
- learning algorithm
- optimization methods
- conditional random fields
- maximum entropy model
- particle swarm optimization pso
- transfer learning
- neural network
- class conditional
- maximum likelihood
- optimization problems
- machine learning