conftrace_

policy extraction

12 papers

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Co-occurring keywords

imitation learning (744) offline reinforcement learning (492) markov decision process (790) inverse reinforcement learning (205) policy learning (702) conservative regularization (1) behavior extraction (1) diversified reward (1) verifiable reinforcement learning (1) value function learning (3)

Papers

RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space NIPS 2024
Challenges in End-to-End Policy Extraction from Climate Action Plans ACL 2024
Is Value Learning Really the Main Bottleneck in Offline RL? NIPS 2024
Unsupervised Behavior Extraction via Random Intent Priors NIPS 2023
Distance Weighted Supervised Learning for Offline Interaction Data ICML 2023
Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization NIPS 2023
Verifiable RNN-Based Policies for POMDPs Under Temporal Logic Constraints IJCAI 2020
Optimization Methods for Interpretable Differentiable Decision Trees Applied to Reinforcement Learning AISTATS 2020
Verifiable Reinforcement Learning via Policy Extraction NIPS 2018
Generative Adversarial Imitation Learning NIPS 2016
Feature Construction for Inverse Reinforcement Learning NIPS 2010
Tree-Based Batch Mode Reinforcement Learning JMLR 2005