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reward function estimation

7 papers

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Co-occurring keywords

inverse reinforcement learning (205) reward function (291) bayesian inference (1907) bayesian inverse reinforcement learning (3) markov decision process (790) multiple reward functions (1) minimax lower bound (40) bi-level optimization (149) training stability (36) feasible reward set (2)

Papers

Towards Theoretical Understanding of Inverse Reinforcement Learning ICML 2023

Learning Multi-agent Behaviors from Distributed and Streaming Demonstrations NIPS 2023

A Bayesian Approach to Robust Inverse Reinforcement Learning CORL 2023

Random Expert Distillation: Imitation Learning via Expert Policy Support Estimation ICML 2019

Inverse Reinforcement Learning with Simultaneous Estimation of Rewards and Dynamics AISTATS 2016

Nonparametric Bayesian Inverse Reinforcement Learning for Multiple Reward Functions NIPS 2012

MAP Inference for Bayesian Inverse Reinforcement Learning NIPS 2011