Mchristos / empowermentLinks
intrinsic motivation in grid worlds
☆26Updated 5 years ago
Alternatives and similar repositories for empowerment
Users that are interested in empowerment are comparing it to the libraries listed below
Sorting:
- Tutorials on learning and using successor representations.☆51Updated 5 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
- impact-driven-exploration☆131Updated last year
- ☆12Updated 5 years ago
- A JAX Implementation of the Twin Delayed DDPG Algorithm☆35Updated 5 years ago
- Proximal Policy Option-Critic☆23Updated 6 years ago
- Reinforcement Learning through Active Inference☆74Updated 5 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated 2 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆143Updated 2 years ago
- Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"☆36Updated 5 years ago
- A collection of RL algorithms written in JAX.☆98Updated 2 years ago
- Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.☆83Updated 4 years ago
- PAIRED in PyTorch 🔥☆60Updated 2 years ago
- Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICL…☆55Updated 4 years ago
- Episodic Control☆20Updated 2 years ago
- Efficient Exploration via State Marginal Matching (2019)☆69Updated 5 years ago
- [NeurIPS 2021] Contrastive learning formulation of the active inference framework, for matching visual goal states.☆13Updated last year
- Implementation of the Option-Critic Architecture☆39Updated 6 years ago
- Gym-like extensions for POMDP☆57Updated 4 years ago
- ☆46Updated 2 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆86Updated 4 years ago
- Code for 'The Grand Atari Challenge dataset' paper☆53Updated 7 years ago
- Official codebase for LEAP: Planning with Goal Conditioned Policies☆49Updated 2 years ago
- A Tensorflow implementation of the Option-Critic Architecture☆71Updated 8 years ago
- Modifiable OpenAI Gym environments for studying generalization in RL☆87Updated 6 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆24Updated 5 years ago
- Unofficial Re-implementation of "Dream to Control: Learning Behaviors by Latent Imagination" (https://arxiv.org/abs/1912.01603 ) with PyT…☆30Updated 4 years ago
- ☆85Updated 4 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- Gridworld for MARL experiments☆140Updated 4 years ago