REACT: Revealing Evolutionary Action Consequence Trajectories for Interpretable Reinforcement Learningby Philipp Altmann, Céline Davignon, Maximilian…
Methodology for Interpretable Reinforcement Learning for Optimizing Mechanical Ventilationby Joo Seung Lee, Malini Mahendra, Anil…
Model-based Reinforcement Learning for Parameterized Action Spacesby Renhao Zhang, Haotian Fu, Yilin Miao, George KonidarisFirst…
Grid-Mapping Pseudo-Count Constraint for Offline Reinforcement Learningby Yi Shen, Hanyan HuangFirst submitted to arxiv on:…
AD4RL: Autonomous Driving Benchmarks for Offline Reinforcement Learning with Value-based Datasetby Dongsu Lee, Chanin Eom,…
K-percent Evaluation for Lifelong RLby Golnaz Mesbahi, Parham Mohammad Panahi, Olya Mastikhina, Martha White, Adam…
Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learningby Jonathan C.…
Asymptotics of Language Model Alignmentby Joy Qiping Yang, Salman Salamatian, Ziteng Sun, Ananda Theertha Suresh,…
Doubly-Robust Off-Policy Evaluation with Estimated Logging Policyby Kyungbok Lee, Myunghee Cho PaikFirst submitted to arxiv…
Extremum-Seeking Action Selection for Accelerating Policy Optimizationby Ya-Chien Chang, Sicun GaoFirst submitted to arxiv on:…