93 citations · 487 across the 42 of their papers we have counts for
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cs.AI2016
Introspective Agents: Confidence Measures for General Value Functions
Craig Sherstan, Adam White, Marlos C. Machado +1
Agents of general intelligence deployed in real-world scenarios must adapt to ever-changing environmental conditions. While such adaptive agents may leverage engineered knowledge,…
cs.LG2016★ 24 cited
Learning Purposeful Behaviour in the Absence of Rewards
Marlos C. Machado, Michael Bowling
Artificial intelligence is commonly defined as the ability to achieve goals in the world. In the reinforcement learning framework, goals are encoded as reward functions that guide…