credit-assignment

There are 0 repository under credit-assignment topic.

twni2016 / pomdp-baselines
Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
credit-assignment deep-reinforcement-learning discrete-sac generalization meta-rl pomdp pytorch recurrent-neural-networks robust-rl sac td3
Language:Python 313
ngc-learn
NACLab / ngc-learn
NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
brain-inspired-computing free-energy machine-learning neuroscience predictive-coding predictive-processing python spiking-neural-networks learning-algorithms cognitive-science local-learning computational-neuroscience neural-networks biological-neural-networks credit-assignment hebbian-learning spiking-networks jax credit-assignment-problem spike-timing-dependent-plasticity
Language:Python 134
twni2016 / Memory-RL
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)
credit-assignment memory pomdp transformer dqn
Language:Python 62
ago109 / predictive-forward-forward
Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.
biological-neural-networks brain-inspired-computing cognitive-science credit-assignment forward-forward forward-learning forward-pass-learning learning-algorithms local-learning machine-learning neural-networks neuroscience predictive-coding predictive-forward-forward recurrent-networks tensorflow
Language:Python 55
liushunyu / CIA
[AAAI 2023 Oral] Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition
multi-agent-reinforcement-learning reinforcement-learning credit-assignment value-decomposition
Language:Python 32
mawbray / Reinforcement-Learning-for-Bioprocesses
A study of reinforcement learning algorithms for fed-batch bioprocessesing
reinforcement-learning credit-assignment q-learning-vs-sarsa monte-carlo-learning bioprocessing
Language:Jupyter Notebook 14
lehduong / Contrastive-Predictive-Coding-in-RL
reinforcement-learning pytorch a2c ppo policy-gradient credit-assignment
Language:Python 9
jsalbert / awesome-biologically-motivated-learning
Awesome list of research publications and media on biologically-motivated learning algorithms.
biological-networks biologically-motivated-algorithms feedback-alignment credit-assignment awesome-list deep-learning biologically-plausible-learning
5
krm58 / Reinforcement-Learning-Models
Various computational models for reinforcement learning
credit-assignment reinforcement-learning rescorla-wagner temporal-differencing-learning
Language:Matlab 5
being-aerys / Multiagent_Reinforcement_Learning_for_Coordination_in_a_Tightly-Coupled_Domain
We attempt to enhance multi-agent coordination in a tightly-coupled domain using auto-encoders.
actor-critic autoencoders ccea credit-assignment ddpg dqn multiagent-systems reinforcement-learning rover td3
Language:Python 3
NACLab / ngc-learn-legacy
NGC-Learn: Predictive Coding and Neurobiologically-Motivated Learning in Python
cognitive-science computational-neuroscience credit-assignment neuroscience predictive-coding python spiking-neural-networks tensorflow2
Language:Python 3
Aditya-Ramesh-10 / chunktd
Code accompanying "Sequence Compression Speeds Up Credit Assignment in Reinforcement Learning"
credit-assignment reinforcement-learning
Language:Python 2
skandavaidyanath / credit-assignment
Investigating methods for stable credit assignment for deep reinforcement learning
credit-assignment deep-learning reinforcement-learning
Language:Python 1