conftrace_

eligibility trace

22 papers

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Co-occurring keywords

temporal difference learning (149) reinforcement learning (4352) off-policy learning (228) temporal-difference learning (42) credit assignment (112) function approximation (319) policy evaluation (115) value function approximation (100) value function (295) markov decision process (790)

Papers

Real-Time Recurrent Reinforcement Learning AAAI 2025
Discerning Temporal Difference Learning AAAI 2024
From Past to Future: Rethinking Eligibility Traces AAAI 2024
Parallelizing Model-based Reinforcement Learning Over the Sequence Length NIPS 2024
Trajectory-Aware Eligibility Traces for Off-Policy Reinforcement Learning ICML 2023
Truncated Emphatic Temporal Difference Methods for Prediction and Control JMLR 2022
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators NIPS 2022
Expected Eligibility Traces AAAI 2021
A Local Temporal Difference Code for Distributional Reinforcement Learning NIPS 2020
Reconciling λ-Returns with Experience Replay NIPS 2019
Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces IJCAI 2018
On Generalized Bellman Equations and Temporal-Difference Learning JMLR 2018
A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning IJCAI 2018
A Functional Dynamic Boltzmann Machine IJCAI 2017
True Online Temporal-Difference Learning JMLR 2016
A forward model at Purkinje cell synapses facilitates cerebellar anticipatory control NIPS 2016
On the Rate of Convergence and Error Bounds for LSTD(λ) ICML 2015
True Online TD(lambda) ICML 2014
Off-policy Learning With Eligibility Traces: A Survey JMLR 2014
A new Q(lambda) with interim forward view and Monte Carlo equivalence ICML 2014
Temporal Difference Updating without a Learning Rate NIPS 2007
iLSTD: Eligibility Traces and Convergence Analysis NIPS 2006