credit-assignment topic

List credit-assignment repositories

pomdp-baselines

278
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37
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Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022

ngc-learn

101
Stars
17
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NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python

predictive-forward-forward

54
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5
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Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.

Memory-RL

43
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5
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When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)

CIA

29
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2
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[AAAI 2023 Oral] Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition