KempnerInstitute / nicewebrlLinks
NiceWebRL is a Python library for quickly making human subject experiments that leverage machine reinforcement learning environments.
☆79Updated 3 weeks ago
Alternatives and similar repositories for nicewebrl
Users that are interested in nicewebrl are comparing it to the libraries listed below
Sorting:
- Official implementation of the δ-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".☆25Updated last year
- Code and data for People construct simplified mental representations to plan☆23Updated 2 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆27Updated 6 years ago
- ☆20Updated last year
- A library for neuroscience-inspired navigation and decision making research.☆210Updated last year
- A repository for major/influential FEP and active inference papers.☆218Updated 4 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆18Updated 2 years ago
- Deep active inference agents using Monte-Carlo methods☆96Updated 7 months ago
- Models of Sequential Decision-Making☆53Updated last year
- Code for Model-Free Opponent Shaping (ICML 2022)☆20Updated 3 years ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆51Updated last year
- Tutorials on learning and using successor representations.☆54Updated 6 years ago
- Predictive coding in Python☆70Updated last year
- Code for our NeurIPS 2021 paper: Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains☆22Updated 3 years ago
- PAIRED in PyTorch 🔥☆64Updated 2 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research☆39Updated 6 months ago
- Reinforcement Learning through Active Inference☆81Updated 5 years ago
- ☆28Updated 6 years ago
- ☆42Updated 3 years ago
- Free Energy Principle and Active Inference tutorials for newbies☆50Updated 5 years ago
- Object Centric Atari games☆99Updated 2 months ago
- Evaluating long-term memory of reinforcement learning algorithms☆163Updated 2 years ago
- ☆26Updated 5 years ago
- [NeurIPS 2021] World modelling and action learning using a contrastive formulation of the active inference framework, for reaching visual…☆14Updated 2 years ago
- ☆91Updated 3 weeks ago
- An Open-Ended Agentic Simulator☆58Updated last year
- Code for procedurally synthesizing PHASE animations