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reward function

291 papers

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Co-occurring keywords

reinforcement learning (4352) inverse reinforcement learning (205) imitation learning (744) policy learning (702) markov decision process (790) policy optimization (657) large language model (13587) preference learning (418) deep reinforcement learning (903) adversarial learning (1595)

Papers

Reward Augmented Maximum Likelihood for Neural Structured Prediction NIPS 2016
Direct Loss Minimization Inverse Optimal Control RSS 2015
Inverse Reinforcement Learning with Locally Consistent Reward Functions NIPS 2015
Grounding English Commands to Reward Functions RSS 2015
Universal Option Models NIPS 2014
Active Reward Learning RSS 2014
Reward Mapping for Transfer in Long-Lived Agents NIPS 2013
Nonparametric Bayesian Inverse Reinforcement Learning for Multiple Reward Functions NIPS 2012
Inverse Reinforcement Learning through Structured Classification NIPS 2012
Nonlinear Inverse Reinforcement Learning with Gaussian Processes NIPS 2011
Inverse Reinforcement Learning in Partially Observable Environments JMLR 2011
MAP Inference for Bayesian Inverse Reinforcement Learning NIPS 2011
Reward Design via Online Gradient Ascent NIPS 2010
A POMDP Extension with Belief-dependent Rewards NIPS 2010
Feature Construction for Inverse Reinforcement Learning NIPS 2010
A Game-Theoretic Approach to Apprenticeship Learning NIPS 2007