The Arcade Learning Environment: An Evaluation Platform for General Agents
Bellemare et al.'s Atari 2600 emulator framework that became the standard RL evaluation platform for the deep-RL era.
- Publisher
- University of Alberta
- Year
- 2013
- Venue
- JAIR
- Authors
- 4
- Hosting
- External sourcelicense unknown
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Introduces 3 artifacts - 1 eval, 2 tools
TL;DR
Semantic Scholar
The promise of ALE is illustrated by developing and benchmarking domain-independent agents designed using well-established AI techniques for both reinforcement learning and planning, and an evaluation methodology made possible by ALE is proposed.