4 results found Sort:

twni2016
pomdp-baselines twni2016
39
280
mit
5
Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
sac td3 pomdp meta-rl pytorch robust-rl discrete-sac generalization credit-assignment recurrent-neural-networks deep-reinforcement-learning
Created 2021-10-09
97 commits to main branch, last one 9 months ago
NACLab
ngc-learn NACLab
17
96
bsd-3-clause
6
NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
jax python free-energy neuroscience local-learning neural-networks hebbian-learning machine-learning spiking-networks cognitive-science credit-assignment predictive-coding learning-algorithms predictive-processing spiking-neural-networks brain-inspired-computing credit-assignment-problem biological-neural-networks computational-neuroscience
Created 2022-04-19
1,038 commits to main branch, last one 2 days ago
ago109
predictive-forward-forward ago109
5
54
mit
4
Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.
tensorflow neuroscience local-learning forward-forward neural-networks forward-learning machine-learning cognitive-science credit-assignment predictive-coding recurrent-networks learning-algorithms forward-pass-learning brain-inspired-computing biological-neural-networks predictive-forward-forward
Created 2023-04-01
27 commits to main branch, last one about a year ago
twni2016
Memory-RL twni2016
5
43
mit
2
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)
dqn pomdp memory transformer credit-assignment
Created 2023-07-31
13 commits to main branch, last one 5 months ago