Challenges of Context and Time in Reinforcement Learning: Introducing Space Fortress as a Benchmark

Akshat Agarwal, Ryan Hope, Katia Sycara

Research in deep reinforcement learning (RL) has coalesced around improving performance on benchmarks like the Arcade Learning Environment. However, these benchmarks conspicuously…