Reinforcement Learning Algorithms Performance Comparison on the Game of DeepRTS.
Safa Onur SahinVeysel YücesoyPublished in: SIU (2021)
Keyphrases
- reinforcement learning algorithms
- reinforcement learning
- markov games
- stochastic games
- markov decision processes
- state space
- model free
- reinforcement learning problems
- eligibility traces
- learning algorithm
- reward function
- dynamic environments
- function approximation
- partially observable environments
- temporal difference
- game theory
- supervised learning
- reinforcement learning methods
- multiagent reinforcement learning
- dynamic programming
- nash equilibria
- policy search
- support vector machine
- game playing
- reward shaping
- training set
- nash equilibrium