Gheorghe Comanici
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
ML×1AI×1
Frequent co-authors
Research Timeline
2026
Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning
The paper proposes a novel RL framework that naturally induces diverse agent behavior by reformulating the objective to treat the reward as a distribution over functions, making diversity a rational response to reward uncertainty.
Highlighted terms show continued research focus across papers
Papers
cs.LGcs.AIRecentJun 2, 2026
Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning
Anthony GX-Chen, Ankit Anand, Gheorghe Comanici, Zaheer Abbas +6 more
The paper proposes a novel RL framework that naturally induces diverse agent behavior by reformulating the objective to treat the reward as a distribution over functions, making diversity a rational r…
View →