Alternatives and similar repositories for msdm:

Users that are interested in msdm are comparing it to the libraries listed below

• BKHMSI / Meta-RL-TwoStep-Task
  PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three …
  ☆35Updated 4 years ago
• markkho / value-guided-construal
  Code and data for People construct simplified mental representations to plan
  ☆23Updated last year
• clbaker / BToM
  ☆33Updated 8 years ago
• ucbtns / dai
  🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment
  ☆34Updated 5 years ago
• davidzoltowski / ssmdm
  Recurrent state-space models for decision making
  ☆30Updated 2 years ago
• marcelomattar / PrioritizedReplay
  Code accompanying the paper: Mattar, M. G., & Daw, N. D. (2018). Prioritized memory access explains planning and hippocampal replay. bioR…
  ☆28Updated 6 years ago
• julianje / Bishop
  Mental state inference from observable behavior
  ☆15Updated 3 years ago
• cogtoolslab / compositional-abstractions
  ☆21Updated last year
• jazlab / moog.github.io
  Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.
  ☆33Updated 2 months ago
• sjgershm / RL-tutorial
  Reinforcement learning tutorial
  ☆24Updated 7 years ago
• payampiray / LinearRL
  ☆23Updated 3 years ago
• awjuliani / successor_examples
  Tutorials on learning and using successor representations.
  ☆52Updated 5 years ago
• schwartenbeckph / Mechanisms_Exploration_Paper
  Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"
  ☆10Updated 4 years ago
• qihongl / learn-hippo
  Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife
  ☆41Updated 3 years ago
• jkbren / infer-actively
  A python implementation of active inference for Markov Decision Processes
  ☆9Updated 5 years ago
• dimarkov / aibandits
  Active inference implementation of dynamic multi-armed bandits
  ☆19Updated last year
• nathanwispinski / meta-rl
  A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.
  ☆17Updated 2 years ago
• dmcnamee / FlexModEHC
  Flexible modulation of sequence generation in the entorhinal-hippocampal system.
  ☆13Updated 3 years ago
• zfountas / deep-active-inference-mc
  Deep active inference agents using Monte-Carlo methods
  ☆88Updated 3 years ago
• conorheins / bayesian-mechanics-sdes
  ☆13Updated 2 years ago
• stacyste / TheoryOfMindInferenceModels
  ☆27Updated 5 years ago
• vicariousinc / naturecomm_cscg
  ☆40Updated 2 years ago
• wcarvalho / nicewebrl
  Python library for easily making web Apps to compare humans and AI
  ☆25Updated 2 weeks ago
• howesa / corati_home
  A collection of user models and parameter estimation methods.
  ☆22Updated 2 years ago
• JesseFarebro / distributional-sr
  Official implementation of the δ-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".
  ☆20Updated 6 months ago
• schwartenbeckph / CPC_ActiveInference2018
  Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018
  ☆31Updated 4 years ago
• infer-actively / pypc
  Predictive coding in Python
  ☆65Updated last year
• alec-tschantz / rl-inference
  Reinforcement Learning through Active Inference
  ☆72Updated 5 years ago
• mtrazzi / two-step-task
  Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…
  ☆58Updated 6 years ago
• RothkopfLab / lqg
  Inverse optimal control for continuous psychophysics
  ☆27Updated 2 months ago