temporal difference

Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction AAAI 2021 Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment ICML 2021 On the Effect of Auxiliary Tasks on Representation Dynamics AISTATS 2021 Parameter-Based Value Functions ICLR 2021 Stabilizing Q Learning Via Soft Mellowmax Operator AAAI 2021 TDN: Temporal Difference Networks for Efficient Action Recognition CVPR 2021 Variance Penalized On-Policy and Off-Policy Actor-Critic AAAI 2021 A Distributional Analysis of Sampling-Based Reinforcement Learning Algorithms AISTATS 2020 Fixed-Horizon Temporal Difference Methods for Stable Reinforcement Learning AAAI 2020 Momentum in Reinforcement Learning AISTATS 2020 Munchausen Reinforcement Learning NeurIPS 2020 Parameterized Indexed Value Function for Efficient Exploration in Reinforcement Learning AAAI 2020 Reward Prediction Error as an Exploration Objective in Deep RL IJCAI 2020 Conditions on Features for Temporal Difference-Like Methods to Converge IJCAI 2019 Using Natural Language for Reward Shaping in Reinforcement Learning IJCAI 2019 Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting NeurIPS 2017 Policy Evaluation Using the Ω-Return NeurIPS 2015 Universal Option Models NeurIPS 2014 Exploring Weak Stabilization for Motion Feature Extraction CVPR 2013 The Fixed Points of Off-Policy TD NeurIPS 2011 A Convergent Online Single Time Scale Actor Critic Algorithm JMLR 2010 Training Factor Graphs with Reinforcement Learning for Efficient MAP Inference NeurIPS 2009 Temporal Difference Based Actor Critic Learning - Convergence and Neural Implementation NeurIPS 2008