Jerry Zhu

most citedCorruption-Robust Offline Reinforcement Learning

7 citations · 8 across the 3 of their papers we have counts for

collaborators

3 papers

cs.GT2024

Collaborative Mean Estimation Among Heterogeneous Strategic Agents: Individual Rationality, Fairness, and Truthful Contribution

Alex Clinton, Yiding Chen, Xiaojin Zhu +1

We study a collaborative learning problem where $m$ agents aim to estimate a vector $μ = (μ_{1}, \dots, μ_{d}) \in R^{d}$ by sampling from associated univariate normal distributions…

cs.LG2021★ 1 cited

Policy Gradient Bayesian Robust Optimization for Imitation Learning

Zaynah Javed, Daniel S. Brown, Satvik Sharma +5

The difficulty in specifying rewards for many real-world problems has led to an increased focus on learning rewards from human feedback, such as demonstrations. However, there are…

cs.LG2021★ 7 cited

Corruption-Robust Offline Reinforcement Learning

Xuezhou Zhang, Yiding Chen, Jerry Zhu +1

We study the adversarial robustness in offline reinforcement learning. Given a batch dataset consisting of tuples $(s, a, r, s^{'})$ , an adversary is allowed to arbitrarily modify $ε$ …