conferenceon machine learning
Representation Balancing MDPs for Off-policy Policy Evaluation
Yao Liu, Omer Gottesman, Aniruddh Raghu, Matthieu Komorowski, Aldo A. Faisal, Finale Doshi-Velez, Emma Brunskill
See Corollary 2 in Appendixfordetail.
- North America > United States > California > Santa Clara County > Palo Alto (0.05)
- North America > Canada > Quebec > Montreal (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- North America > United States > New York > Richmond County > New York City (0.04)
- North America > United States > New York > Queens County > New York City (0.04)
- North America > United States > New York > New York County > New York City (0.04)
- (4 more...)
Globally Convergent Policy Searchfor Output Estimation
Code Our Searching critical ofbasis conditioned.
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.05)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.05)
- Asia > Middle East > Jordan (0.05)
- North America > United States > New Jersey (0.04)
- North America > United States > New York > New York County > New York City (0.05)
- Europe > Sweden > Stockholm > Stockholm (0.05)
- Asia > Middle East > Jordan (0.05)
- (6 more...)
- North America > United States > Utah (0.04)
- Asia > Taiwan > Taiwan Province > Taipei (0.04)
- Asia > Middle East > Jordan (0.04)
44e76e99b5e194377e955b13fb12f630-Paper.pdf
Proposition(Boundary. Let g( ): =2 ( ) 1.
- North America > United States > California > Alameda County > Berkeley (0.14)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
- Asia > Middle East > Jordan (0.04)
Verified Uncertainty Calibration
Ananya Kumar, Percy S. Liang, Tengyu Ma
Neural Information Processing Systems http://nips.cc/
- North America > Canada > Ontario > Toronto (0.04)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
MAVEN: Multi-Agent Variational Exploration
Anuj Mahajan, Tabish Rashid, Mikayel Samvelyan, Shimon Whiteson
Wemodel 34], whichisformallyG = hS, U, Pi. S is thestatespacet, every i 2 A {1,..., n} choosesui 2 U which action u 2 U Un. P(s0|s,u): S U S!
- North America > United States > Illinois > Cook County > Chicago (0.04)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation
Qiang Liu, Lihong Li, Ziyang Tang, Dengyong Zhou
In with step-wise generally on-policy o with estimates model discrete a neural median Because trajectories T-step our IS/WIS T mo of20when re picks infinite map corresponding one T the iterations.
- North America > United States > Washington > King County > Kirkland (0.05)
- North America > United States > Texas > Travis County > Austin (0.05)
- North America > United States > New York (0.04)
- (5 more...)
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.05)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.05)
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)