Learning to Herd Agents Amongst Obstacles: Training Robust Shepherding Behaviors using Deep Reinforcement Learning.
Jixuan ZhiJyh-Ming LienPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- learning agents
- learning algorithm
- multi agent
- supervised learning
- learning process
- learning problems
- learning capabilities
- deep architectures
- learned knowledge
- learning agent
- action selection
- multiagent learning
- multi agent environments
- online learning
- machine learning
- multi agent systems
- learning tasks
- dynamic programming
- reinforcement learning agents
- temporal difference learning
- minority game
- training process
- intelligent agents
- active learning
- deep learning
- multiple agents
- reinforcement learning methods
- decision theoretic
- computer based training
- multiagent systems