conftrace_
← Learning Types
Machine Learning › Learning Types ›

Off-Policy Learning

8 papers

Papers per year

1
1
1
2
2
1

Papers

Sparse-RL: Breaking the Memory Wall in LLM Reinforcement Learning via Stable Sparse Rollouts ACL 2026
Action-modulated midbrain dopamine activity arises from distributed control policies NIPS 2022
A Unifying Framework of Off-Policy General Value Function Evaluation NIPS 2022
Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning NIPS 2021
Learning and Planning in Average-Reward Markov Decision Processes ICML 2021
Importance Resampling for Off-policy Prediction NIPS 2019
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning NIPS 2017
Weighted importance sampling for off-policy learning with linear function approximation NIPS 2014