"policy gradient theorem" Papers

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Regret Analysis of Average-Reward Unichain MDPs via an Actor-Critic Approach

Swetha Ganesh, Vaneet Aggarwal

NEURIPS 2025arXiv:2505.19986
3
citations

Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics

Sebastian Sanokowski, Wilhelm Berghammer, Haoyu Wang et al.

ICLR 2025arXiv:2502.08696
17
citations

Adaptive Horizon Actor-Critic for Policy Learning in Contact-Rich Differentiable Simulation

Ignat Georgiev, Krishnan Srinivasan, Jie Xu et al.

ICML 2024arXiv:2405.17784
24
citations