ReLiable: Offline Reinforcement Learning for Tactical Strategies in Professional Basketball Games.
Xiusi ChenJyun-Yu JiangKun JinYichao ZhouMingyan LiuP. Jeffrey BrantinghamWei WangPublished in: CIKM (2022)
Keyphrases
- reinforcement learning
- learning agents
- action sets
- machine learning
- repeated games
- function approximation
- state space
- mixed strategy
- optimal policy
- game theory
- multi player
- two player games
- multiagent learning
- multi agent reinforcement learning
- multi agent
- computer games
- exploration strategy
- game based learning
- perfect information
- test beds
- solution concepts
- learning agent
- reinforcement learning algorithms
- real time
- action selection
- control strategies
- model free
- video analysis
- nash equilibrium
- neural network