conftrace_

temporal difference

39 papers

Explore in graph

Also known as

TD

Co-occurring keywords

reinforcement learning (4352) off-policy learning (228) value function (295) temporal difference learning (149) deep reinforcement learning (903) function approximation (319) variance reduction (523) markov decision process (790) policy evaluation (115) optical flow (561)

Papers

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
EDCFlow: Exploring Temporally Dense Difference Maps for Event-based Optical Flow Estimation CVPR 2025
A Case for Validation Buffer in Pessimistic Actor-Critic IJCAI 2025
Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy NIPS 2024
Adaptive Exploration for Data-Efficient General Value Function Evaluations NIPS 2024
When is Realizability Sufficient for Off-Policy Reinforcement Learning? ICML 2023
Trajectory-Aware Eligibility Traces for Off-Policy Reinforcement Learning ICML 2023
Mutual Information-Based Temporal Difference Learning for Human Pose Estimation in Video CVPR 2023
The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning NIPS 2022
Optimal and instance-dependent guarantees for Markovian linear stochastic approximation COLT 2022
Chaining Value Functions for Off-Policy Learning AAAI 2022
Smoothing Advantage Learning AAAI 2022
PhysFormer: Facial Video-Based Physiological Measurement With Temporal Difference Transformer CVPR 2022
Look Back and Forth: Video Super-Resolution With Explicit Temporal Difference Modeling CVPR 2022
Direct Advantage Estimation NIPS 2022
Understanding Deep Neural Function Approximation in Reinforcement Learning via $\epsilon$-Greedy Exploration NIPS 2022
Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment ICML 2021
ACTION-Net: Multipath Excitation for Action Recognition CVPR 2021
Stabilizing Q Learning Via Soft Mellowmax Operator AAAI 2021
Variance Penalized On-Policy and Off-Policy Actor-Critic AAAI 2021
On the Effect of Auxiliary Tasks on Representation Dynamics AISTATS 2021
TDN: Temporal Difference Networks for Efficient Action Recognition CVPR 2021
Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction AAAI 2021
A Distributional Analysis of Sampling-Based Reinforcement Learning Algorithms AISTATS 2020