temporal difference

S2C: A Noise-Resistant Difference Learning Framework for Unsupervised Change Detection in VHR Remote Sensing Images AAAI 2026 Variance Reduction via Resampling and Experience Replay AAAI 2026 A Case for Validation Buffer in Pessimistic Actor-Critic IJCAI 2025 Causal Eligibility Traces for Confounding Robust Off-Policy Evaluation UAI 2025 EDCFlow: Exploring Temporally Dense Difference Maps for Event-based Optical Flow Estimation CVPR 2025 Adaptive Exploration for Data-Efficient General Value Function Evaluations NeurIPS 2024 Contrastive Difference Predictive Coding ICLR 2024 Kernel Metric Learning for In-Sample Off-Policy Evaluation of Deterministic RL Policies ICLR 2024 Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy NeurIPS 2024 On Double Descent in Reinforcement Learning with LSTD and Random Features ICLR 2024 Policy Evaluation for Variance in Average Reward Reinforcement Learning ICML 2024 Mutual Information-Based Temporal Difference Learning for Human Pose Estimation in Video CVPR 2023 Trajectory-Aware Eligibility Traces for Off-Policy Reinforcement Learning ICML 2023 When is Realizability Sufficient for Off-Policy Reinforcement Learning? ICML 2023 Chaining Value Functions for Off-Policy Learning AAAI 2022 Direct Advantage Estimation NeurIPS 2022 Distributional Reinforcement Learning with Monotonic Splines ICLR 2022 Look Back and Forth: Video Super-Resolution With Explicit Temporal Difference Modeling CVPR 2022 Optimal and instance-dependent guarantees for Markovian linear stochastic approximation COLT 2022 PhysFormer: Facial Video-Based Physiological Measurement With Temporal Difference Transformer CVPR 2022 Smoothing Advantage Learning AAAI 2022 The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning NeurIPS 2022 Understanding Deep Neural Function Approximation in Reinforcement Learning via ε-Greedy Exploration NeurIPS 2022 ACTION-Net: Multipath Excitation for Action Recognition CVPR 2021 Evolving Reinforcement Learning Algorithms ICLR 2021