nathanwispinski / meta-rlLinks
A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.
☆17Updated 2 years ago
Alternatives and similar repositories for meta-rl
Users that are interested in meta-rl are comparing it to the libraries listed below
Sorting:
- ☆41Updated 3 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆26Updated 5 years ago
- Tutorials on learning and using successor representations.☆54Updated 6 years ago
- Deep active inference agents using Monte-Carlo methods☆95Updated 5 months ago
- Code and data for People construct simplified mental representations to plan☆23Updated 2 years ago
- Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy☆21Updated last year
- NiceWebRL is a Python library for quickly making human subject experiments that leverage machine reinforcement learning environments.☆71Updated last month
- PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three …☆36Updated 4 years ago
- Predictive coding in Python☆69Updated last year
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆145Updated 4 years ago
- An Open-Ended Agentic Simulator☆54Updated last year
- Contains JAX implementation of algorithms for inverse reinforcement learning☆72Updated last year
- POPGym Library in JAX☆11Updated last year
- ☆19Updated 2 years ago
- Official implementation of the δ-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".☆22Updated last year
- PushWorld: A benchmark for manipulation planning with tools and movable obstacles☆84Updated last year
- Reinforcement Learning through Active Inference☆77Updated 5 years ago
- Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.☆81Updated last month
- A library for neuroscience-inspired navigation and decision making research.☆209Updated 9 months ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆59Updated 3 years ago
- [NeurIPS 2021] Contrastive learning formulation of the active inference framework, for matching visual goal states.