CRASH: Challenging Reinforcement-Learning Based Adversarial Scenarios For Safety Hardeningby Amar Kulkarni, Shangtong Zhang, Madhur BehlFirst…
CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planningby Duo Wu, Jinghe Wang, Yuan Meng,…
Unsupervised Event Outlier Detection in Continuous Timeby Somjit Nath, Yik Chau Lui, Siqi LiuFirst submitted…
M3: Mamba-assisted Multi-Circuit Optimization via MBRL with Effective Schedulingby Youngmin Oh, Jinje Park, Seunggeun Kim,…
Why the Agent Made that Decision: Explaining Deep Reinforcement Learning with Vision Masksby Rui Zuo,…
Broad Critic Deep Actor Reinforcement Learning for Continuous Controlby Shiron Thalagala, Pak Kin Wong, Xiaozheng…
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewardsby Ziyu Chen, Zhiqing Xiao,…
Partial Identifiability and Misspecification in Inverse Reinforcement Learningby Joar Skalse, Alessandro AbateFirst submitted to arxiv…
Learning a local trading strategy: deep reinforcement learning for grid-scale renewable energy integrationby Caleb Ju,…
Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Rewardby Zhiwei Jia, Yuesong Nan,…