Mchristos / empowerment
intrinsic motivation in grid worlds
☆25Updated 4 years ago
Alternatives and similar repositories for empowerment:
Users that are interested in empowerment are comparing it to the libraries listed below
- impact-driven-exploration☆130Updated last year
- PAIRED in PyTorch 🔥☆57Updated last year
- Collection of reinforcement learning algorithms☆15Updated 2 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 4 years ago
- Tutorials on learning and using successor representations.☆50Updated 5 years ago
- Proximal Policy Option-Critic☆22Updated 6 years ago
- Reinforcement Learning through Active Inference☆68Updated 4 years ago
- Code for 'The Grand Atari Challenge dataset' paper☆52Updated 7 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆138Updated last year
- Unofficial re-implementation of "Learning Latent Dynamics for Planning from Pixels" (https://arxiv.org/abs/1811.04551 ) with PyTorch☆45Updated 4 years ago
- A collection of RL algorithms written in JAX.☆95Updated 2 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆85Updated 3 years ago
- Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"☆45Updated last year
- TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.☆67Updated last year
- Modifiable OpenAI Gym environments for studying generalization in RL☆86Updated 5 years ago
- Official codebase for LEAP: Planning with Goal Conditioned Policies☆50Updated 2 years ago
- Gym-like extensions for POMDP☆57Updated 3 years ago
- Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"☆37Updated 4 years ago
- ☆52Updated 4 years ago
- ☆118Updated last year
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated last year
- ☆30Updated 5 years ago
- Efficient Exploration via State Marginal Matching (2019)☆67Updated 5 years ago
- Performances of Reinforcement Learning Agents☆52Updated 5 years ago
- Convert DeepMind Control Suite to OpenAI gym environments.☆84Updated 4 years ago
- ☆41Updated last year
- Repository for the PGA-MAP-Elites algorithm. PGA-MAP-Elites was developed to efficiently scale MAP-Elites to large genotypes and noisy d…☆36Updated 3 years ago
- Benchmarking RL generalization in an interpretable way.☆138Updated 11 months ago
- Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICL…☆51Updated 4 years ago
- Disagreement-Regularized Imitation Learning☆30Updated 3 years ago