mazpie / contrastive-aifLinks
[NeurIPS 2021] Contrastive learning formulation of the active inference framework, for matching visual goal states.
☆13Updated last year
Alternatives and similar repositories for contrastive-aif
Users that are interested in contrastive-aif are comparing it to the libraries listed below
Sorting:
- ☆26Updated 4 years ago
- Reinforcement Learning through Active Inference☆76Updated 5 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆24Updated 5 years ago
- Deep active inference agents using Monte-Carlo methods☆90Updated last month
- Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICL…☆55Updated 4 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆147Updated 2 years ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆130Updated 3 years ago
- Unofficial re-implementation of "Learning Latent Dynamics for Planning from Pixels" (https://arxiv.org/abs/1811.04551 ) with PyTorch☆47Updated 5 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆81Updated 2 years ago
- Code for Model-Free Opponent Shaping (ICML 2022)☆19Updated 2 years ago
- Tutorials on learning and using successor representations.☆52Updated 5 years ago
- ☆48Updated 2 years ago
- Code for "On Uncertainty in Deep State Space Models for Model-Based Reinforcement Learning" (TMLR, 2022)☆18Updated last year
- Continual RL with wold models (Collas 2023)☆19Updated last year
- Deep Hierarchical Planning from Pixels☆107Updated 2 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- PyTorch implementation of Stochastic Latent Actor-Critic(SLAC).☆93Updated last year
- PyTorch implementation of DreamerV2 model-based RL algorithm☆223Updated 2 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆88Updated 4 years ago
- Pytorch code for "Learning Belief Representations for Imitation Learning in POMDPs" (UAI 2019)☆21Updated 3 years ago
- Partially Observable Process Gym☆196Updated last month
- TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.☆76Updated last year
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆17Updated 2 years ago
- Repository for the paper: "Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation" @ NeurIPS 2022☆18Updated 2 years ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆329Updated 11 months ago
- Benchmarking RL generalization in an interpretable way.☆159Updated last month
- Implementation of the Option-Critic Architecture☆40Updated 6 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆115Updated 3 years ago
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆45Updated 2 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 3 years ago