reinforcement_learning

A Deep Network-based Model of Hippocampal Memory Functions under Normal and Alzheimer’s Disease Conditions

Optimizing Traffic Control with Model-Based Learning: A Pessimistic Approach to Data-Efficient Policy Inference

Physics-Informed Model-Based Reinforcement Learning

Matching Options to Tasks using Option-Indexed Hierarchical Reinforcement Learning

RePReL: A Unified Framework for Integrating Relational Planning and Reinforcement Learning for Effective Abstraction in Discrete and Continuous Domains

Evolutionary Approach to Security Games with Signaling

Causal Contextual Bandits with Targeted Interventions

Scalable Multi-Product Inventory Control with Lead Time Constraints using Reinforcement Learning

An Active Learning Framework for Efficient Robust Policy Search

Smooth Imitation Learning via Smooth Costs and Smooth Policies