KempnerInstitute / nicewebrlLinks
NiceWebRL is a Python library for quickly making human subject experiments that leverage machine reinforcement learning environments.
☆66Updated 2 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".☆22Updated 10 months ago
- Code and data for People construct simplified mental representations to plan☆23Updated last year
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆25Updated 5 years ago
- ☆19Updated last year
- Code for our NeurIPS 2021 paper: Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains☆22Updated 2 years ago
- A library for neuroscience-inspired navigation and decision making research.☆207Updated 7 months ago
- A repository for major/influential FEP and active inference papers.☆205Updated 4 years ago
- Tutorials on learning and using successor representations.☆52Updated 5 years ago
- Deep active inference agents using Monte-Carlo methods☆92Updated 3 months ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆17Updated 2 years ago
- Predictive coding in Python☆68Updated last year
- Evaluating long-term memory of reinforcement learning algorithms☆148Updated 2 years ago
- Code for procedurally synthesizing PHASE animations☆16Updated 3 years ago
- PAIRED in PyTorch 🔥☆63Updated 2 years ago
- Code for Model-Free Opponent Shaping (ICML 2022)☆19Updated 2 years ago
- Collection of resources on plasticity loss in deep reinforcement learning☆19Updated 10 months ago
- [NeurIPS 2021] Contrastive learning formulation of the active inference framework, for matching visual goal states.☆13Updated last year
- Models of Sequential Decision-Making☆52Updated 8 months 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☆32Updated 2 months ago
- Reinforcement Learning through Active Inference☆76Updated 5 years ago
- 🏆 gym-cooking: Code for "Too many cooks: Bayesian inference for coordinating multi-agent collaboration", Winner of the CogSci 2020 Compu…☆209Updated 4 years ago
- ☆28Updated 5 years ago
- Benchmarking RL generalization in an interpretable way.☆162Updated 3 months ago
- Animal-AI 3☆65Updated 2 years ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆48Updated last year
- Gridworld domains in the gym interface☆29Updated 11 months ago
- ☆41Updated 3 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆139Updated 4 years ago
- ☆26Updated 4 years ago