← Applications
Reinforcement Learning › Applications ›

Value Iteration

306 directly classified papers

Papers per year

Papers

Transfer Value Iteration Networks AAAI 2020
Gamma-Nets: Generalizing Value Estimation over Timescale AAAI 2020
Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal AAAI 2020
How to Combine Tree-Search Methods in Reinforcement Learning AAAI 2019
Perception-Aware Point-Based Value Iteration for Partially Observable Markov Decision Processes IJCAI 2019
Conditions on Features for Temporal Difference-Like Methods to Converge IJCAI 2019
Advantage Amplification in Slowly Evolving Latent-State Environments IJCAI 2019
Hill Climbing on Value Estimates for Search-control in Dyna IJCAI 2019
Planning with Expectation Models IJCAI 2019
Measuring Structural Similarities in Finite MDPs IJCAI 2019
CRSRL: Customer Routing System Using Reinforcement Learning IJCAI 2019
The Value Function Polytope in Reinforcement Learning ICML 2019
Separating value functions across time-scales ICML 2019
QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning ICML 2019
Value Iteration Networks on Multiple Levels of Abstraction RSS 2019
Reachable Space Characterization of Markov Decision Processes with Time Variability RSS 2019
VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition AAAI 2019
A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems AAAI 2019
Successor Features Based Multi-Agent RL for Event-Based Decentralized MDPs AAAI 2019
Sequential Patient Recruitment and Allocation for Adaptive Clinical Trials AISTATS 2019
Theoretical Analysis of Efficiency and Robustness of Softmax and Gap-Increasing Operators in Reinforcement Learning AISTATS 2019
Mapping State Space using Landmarks for Universal Goal Reaching NIPS 2019
Scale-free adaptive planning for deterministic dynamics & discounted rewards ICML 2019
State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning AAAI 2019
Better Rewards Yield Better Summaries: Learning to Summarise Without References EMNLP 2019