Partial Identifiability in Inverse Reinforcement Learning For Agents With Non-Exponential Discountingby Joar Skalse, Alessandro AbateFirst…
Are Expressive Models Truly Necessary for Offline RL?by Guan Wang, Haoyi Niu, Jianxiong Li, Li…
Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learningby Yun Qu, Yuhang Jiang, Boyuan Wang,…
Safe Reinforcement Learning using Finite-Horizon Gradient-based Estimationby Juntao Dai, Yaodong Yang, Qian Zheng, Gang PanFirst…
Entropy-Regularized Process Reward Modelby Hanning Zhang, Pengcheng Wang, Shizhe Diao, Yong Lin, Rui Pan, Hanze…
DisCo-DSO: Coupling Discrete and Continuous Optimization for Efficient Generative Design in Hybrid Spacesby Jacob F.…
RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviorsby Fengshuo Bai, Runze Liu, Yali…
Explainable Fuzzy Neural Network with Multi-Fidelity Reinforcement Learning for Micro-Architecture Design Space Explorationby Hanwei Fan,…
Reinforcement Learning Enhanced LLMs: A Surveyby Shuhe Wang, Shengyu Zhang, Jie Zhang, Runyi Hu, Xiaoya…
Personalized and Sequential Text-to-Image Generationby Ofir Nabati, Guy Tennenholtz, ChihWei Hsu, Moonkyung Ryu, Deepak Ramachandran,…