Toybox: A Suite of Environments for Experimental Evaluation of Deep Reinforcement Learning.
Emma ToschKaleigh ClaryJohn FoleyDavid D. JensenPublished in: CoRR (2019)
Keyphrases
- experimental evaluation
- reinforcement learning
- multi agent
- function approximation
- synthetic and real datasets
- reinforcement learning algorithms
- multi agent environments
- state space
- decision making
- dynamic programming
- information systems
- real world
- optimal policy
- artificial intelligence
- deep learning
- highly dynamic
- policy search
- robotic control
- sufficient conditions
- temporal difference
- learning problems
- multi agent systems
- learning algorithm