In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thoughtby Sili Huang, Jifeng Hu, Hechang Chen, Lichao…
OpenTensor: Reproducing Faster Matrix Multiplication Discovering Algorithmsby Yiwen Sun, Wenye LiFirst submitted to arxiv on:…
Reinforcement Learning for Sociohydrologyby Tirthankar Roy, Shivendra Srivastava, Beichen ZhangFirst submitted to arxiv on: 31…
Reward-based Input Construction for Cross-document Relation Extractionby Byeonghu Na, Suhyeon Jo, Yeongmin Kim, Il-Chul MoonFirst…
Aquatic Navigation: A Challenging Benchmark for Deep Reinforcement Learningby Davide Corsi, Davide Camponogara, Alessandro FarinelliFirst…
Q-learning as a monotone schemeby Lingyi YangFirst submitted to arxiv on: 30 May 2024CategoriesMain: Machine…
SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agentsby Ethan Rathbun, Christopher Amato, Alina OpreaFirst…
Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learningby Linjiajie…
Generative AI for Deep Reinforcement Learning: Framework, Analysis, and Use Casesby Geng Sun, Wenwen Xie,…
Performance of NPG in Countable State-Space Average-Cost RLby Yashaswini Murthy, Isaac Grosof, Siva Theja Maguluri,…