Alternatives and similar repositories for meta-rl

Users that are interested in meta-rl 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
• Grottoh / Deep-Active-Inference-for-Partially-Observable-MDPs
  ☆26Updated 4 years ago
• vicariousinc / naturecomm_cscg
  ☆40Updated 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".
  ☆21Updated 6 months ago
• mazpie / contrastive-aif
  [NeurIPS 2021] Contrastive learning formulation of the active inference framework, for matching visual goal states.
  ☆13Updated last year
• BerenMillidge / DeepActiveInference
  Code for the paper Deep Active Inference as Variational Policy Gradients.
  ☆24Updated 5 years ago
• FLAIROx / popjym
  POPGym Library in JAX
  ☆11Updated last year
• awjuliani / successor_examples
  Tutorials on learning and using successor representations.
  ☆52Updated 5 years ago
• markkho / value-guided-construal
  Code and data for People construct simplified mental representations to plan
  ☆23Updated last year
• kenjyoung / dreamerv2_JAX
  An implementation of DreamerV2 written in JAX, with support for running multiple random seeds of an experiment on a single GPU.
  ☆15Updated 2 years ago
• seijin-kobayashi / cocoa
  Code accompanying the paper "Would I have gotten that reward? Long-term credit assignment by counterfactual contribution analysis"
  ☆11Updated last year
• markkho / msdm
  Models of Sequential Decision-Making
  ☆49Updated 4 months ago
• ucbtns / dai
  🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment
  ☆34Updated 5 years ago
• alec-tschantz / rl-inference
  Reinforcement Learning through Active Inference
  ☆72Updated 5 years ago
• brownirl / lambda_discrepancy
  Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy
  ☆17Updated 7 months ago
• ucl-dark / pax
  Scalable Opponent Shaping Experiments in JAX
  ☆24Updated last year
• ramp-kits / rl_simulator
  Model-based reinforcement learning (generative simulator models and planning agents)
  ☆16Updated 3 years ago
• alec-tschantz / planet
  PlaNet: Learning Latent Dynamics for Planning from Pixels
  ☆10Updated 5 years ago
• dmcnamee / FlexModEHC
  Flexible modulation of sequence generation in the entorhinal-hippocampal system.
  ☆13Updated 3 years ago
• lmzintgraf / hyperx
  ☆16Updated 2 years ago
• pl-robotdecision / tutorials-active-inference
  Free Energy Principle and Active Inference tutorials for newbies
  ☆47Updated 4 years ago
• chamorajg / pl-dreamer
  Simplistic Pytorch Implementation of the Dreamer-RL
  ☆21Updated 3 weeks ago
• KempnerInstitute / nicewebrl
  NiceWebRL is a Python library for quickly making human subject experiments that leverage machine reinforcement learning environments.
  ☆26Updated last week
• abhisheknaik96 / average-reward-methods
  Accompanying code for "Learning and Planning in Average-Reward Markov Decision Processes"
  ☆14Updated 4 years ago
• alec-tschantz / predcoding
  A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)
  ☆18Updated 4 years ago
• adanielnoel / Active-Inference-Capsule
  Implementation of an active inference capsule
  ☆16Updated 4 years ago
• CognitiveModeling / THICK
  ☆18Updated last year
• 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
• brentyi / minGPT-flax
  GPT implementation in Flax
  ☆18Updated 3 years ago
• machado-research / AgarCL
  Agar.io for Continual Reinforcement Learning
  ☆18Updated last week