jannerm / gamma-modelsLinks
Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"
☆45Updated 2 years ago
Alternatives and similar repositories for gamma-models
Users that are interested in gamma-models are comparing it to the libraries listed below
Sorting:
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆45Updated 2 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆85Updated 3 years ago
- Invariant Causal Prediction for Block MDPs☆44Updated 5 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- My Body Is A Cage☆41Updated 4 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆81Updated 3 years ago
- Intrinsic Reward Matching (IRM) implementation (from Adeniji and Xie et al 2022)☆42Updated last year
- MELD: Meta-Reinforcement Learning from Images via Latent State Models https://arxiv.org/abs/2010.13957☆64Updated 4 years ago
- Sandbox environment for generalizable agent research☆25Updated 3 years ago
- Model-Based Reinforcement Learning via Latent-Space Collocation.☆33Updated 2 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆81Updated 2 years ago
- Implementation of CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning☆27Updated 5 years ago
- ☆29Updated 4 years ago
- Reinforcement Learning with Latent Flow☆44Updated 4 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆79Updated 6 years ago
- Docker containers of baseline agents for the Crafter environment☆28Updated 3 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 4 years ago
- Efficient Exploration via State Marginal Matching (2019)☆69Updated 6 years ago
- Generalised UDRL☆37Updated 3 years ago
- Implicit Normalizing Flows + Reinforcement Learning☆61Updated 6 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆40Updated 2 months ago
- JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"☆43Updated 4 years ago
- RE3: State Entropy Maximization with Random Encoders for Efficient Exploration☆69Updated 4 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆58Updated 3 years ago
- PlaNet: Learning Latent Dynamics for Planning from Pixels☆10Updated 5 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆64Updated 2 years ago
- Revisiting Rainbow☆75Updated 4 years ago
- Implementation of Data Efficient Reinforcement Learning in Pytorch☆20Updated 6 years ago
- Pytorch implementations of RL algorithms, focusing on model-based, lifelong, reset-free, and offline algorithms. Official codebase for Re…☆108Updated 3 years ago
- Public Release of Plan2vec Implementation in pyTorch☆57Updated 2 years ago