Methods › Reinforcement Learning › Eligibility Traces › Accumulating Eligibility Trace
Accumulating Eligibility Trace
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
An Accumulating Eligibility Trace is a type of eligibility trace where the trace increments in an accumulative way. For the memory vector eₜ ∈ℝᵇ ≥0:
𝐞₀ = 0
eₜ = ∇v̂(Sₜ, θₜ) + γλeₜ
Papers archive 2025-07-28
15 shown of 15, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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On-line Policy Improvement using Monte-Carlo Search 9 Jan 2025 · 0 repositories · arXiv:2501.05407
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Model Predictive Control and Reinforcement Learning: A Unified Framework Based on Dynamic Programming 2 Jun 2024 · 0 repositories · arXiv:2406.00592
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Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach 19 Dec 2023 · 1 repository · arXiv:2312.11865Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
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A Robust and Opponent-Aware League Training Method for StarCraft II 21 Sep 2023 · 0 repositories
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AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning 7 Aug 2023 · 1 repository · arXiv:2308.03526Syntology ran 4 of 4 samples · 0 unverified
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On Efficient Reinforcement Learning for Full-length Game of StarCraft II 23 Sep 2022 · 2 repositories · arXiv:2209.11553Syntology ran 0 of 10 samples · 10 unverified
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AI in Human-computer Gaming: Techniques, Challenges and Opportunities 15 Nov 2021 · 0 repositories · arXiv:2111.07631
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Search in Imperfect Information Games 10 Nov 2021 · 0 repositories · arXiv:2111.05884
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Rethinking of AlphaStar 7 Aug 2021 · 2 repositories · arXiv:2108.03452
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An Introduction of mini-AlphaStar 14 Apr 2021 · 1 repository · arXiv:2104.06890
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Deep Reinforcement Learning with Function Properties in Mean Reversion Strategies 9 Jan 2021 · 1 repository · arXiv:2101.03418
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TStarBot-X: An Open-Sourced and Comprehensive Study for Efficient League Training in StarCraft II Full Game 27 Nov 2020 · 1 repository · arXiv:2011.13729
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Forensic Similarity for Digital Images 13 Feb 2019 · 1 repository · arXiv:1902.04684
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AlphaStar: An Evolutionary Computation Perspective 5 Feb 2019 · 0 repositories · arXiv:1902.01724
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A Hierarchical Reinforcement Learning Method for Persistent Time-Sensitive Tasks 20 Jun 2016 · 0 repositories · arXiv:1606.06355
Tasks archive 2025-07-28
19 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
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