Summary of Safe Reinforcement Learning with Learned Non-markovian Safety Constraints, by Siow Meng Low and Akshat Kumar
Safe Reinforcement Learning with Learned Non-Markovian Safety Constraintsby Siow Meng Low, Akshat KumarFirst submitted to…
Summary of Rice: Breaking Through the Training Bottlenecks Of Reinforcement Learning with Explanation, by Zelei Cheng et al.
RICE: Breaking Through the Training Bottlenecks of Reinforcement Learning with Explanationby Zelei Cheng, Xian Wu,…
Summary of Finite-time Convergence and Sample Complexity Of Actor-critic Multi-objective Reinforcement Learning, by Tianchen Zhou et al.
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learningby Tianchen Zhou, FNU Hairi, Haibo…
Summary of Linear Convergence Of Independent Natural Policy Gradient in Games with Entropy Regularization, by Youbang Sun et al.
Linear Convergence of Independent Natural Policy Gradient in Games with Entropy Regularizationby Youbang Sun, Tao…
Summary of Taming Equilibrium Bias in Risk-sensitive Multi-agent Reinforcement Learning, by Yingjie Fei et al.
Taming Equilibrium Bias in Risk-Sensitive Multi-Agent Reinforcement Learningby Yingjie Fei, Ruitu XuFirst submitted to arxiv…
Summary of Quality-weighted Vendi Scores and Their Application to Diverse Experimental Design, by Quan Nguyen and Adji Bousso Dieng
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Designby Quan Nguyen, Adji Bousso DiengFirst…
Summary of Proximal Curriculum with Task Correlations For Deep Reinforcement Learning, by Georgios Tzannetos et al.
Proximal Curriculum with Task Correlations for Deep Reinforcement Learningby Georgios Tzannetos, Parameswaran Kamalaruban, Adish SinglaFirst…
Summary of Off-oab: Off-policy Policy Gradient Method with Optimal Action-dependent Baseline, by Wenjia Meng et al.
Off-OAB: Off-Policy Policy Gradient Method with Optimal Action-Dependent Baselineby Wenjia Meng, Qian Zheng, Long Yang,…
Summary of Ctd4 — a Deep Continuous Distributional Actor-critic Agent with a Kalman Fusion Of Multiple Critics, by David Valencia et al.
CTD4 – A Deep Continuous Distributional Actor-Critic Agent with a Kalman Fusion of Multiple Criticsby…
Summary of Uduc: An Uncertainty-driven Approach For Learning-based Robust Control, by Yuan Zhang et al.
UDUC: An Uncertainty-driven Approach for Learning-based Robust Controlby Yuan Zhang, Jasper Hoffmann, Joschka BoedeckerFirst submitted…