alec-tschantz / planet
PlaNet: Learning Latent Dynamics for Planning from Pixels
☆10Updated 4 years ago
Alternatives and similar repositories for planet:
Users that are interested in planet are comparing it to the libraries listed below
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆44Updated last year
- Model-Based Reinforcement Learning via Latent-Space Collocation.☆32Updated last year
- Simplistic Pytorch Implementation of the Dreamer-RL☆20Updated 2 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 4 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆38Updated 2 months ago
- Docker containers of baseline agents for the Crafter environment☆28Updated 3 years ago
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆36Updated 2 years ago
- Change-Based Exploration Transfer☆36Updated 2 years ago
- Implementation of CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning☆27Updated 4 years ago
- ☆42Updated 3 years ago
- Sandbox environment for generalizable agent research☆24Updated 2 years ago
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆22Updated last year
- Pytorch code for "Learning Belief Representations for Imitation Learning in POMDPs" (UAI 2019)☆18Updated 2 years ago
- ☆16Updated 2 years ago
- Code for "Possibility Before Utility: Learning And Using Hierarchical Affordances" ICLR 2022☆14Updated 2 years 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
- Reward shaping approach for instruction following settings, leveraging language at multiple levels of abstraction.☆19Updated 3 years ago
- Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238☆44Updated 4 years ago
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆31Updated 3 years ago
- EARL: Environment for Autonomous Reinforcement Learning☆34Updated 2 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated last year
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆48Updated 3 years ago
- This repository is a collection of widely used self-supervised auxiliary losses used for learning representations in reinforcement learni…☆14Updated last year
- Invariant Causal Prediction for Block MDPs☆43Updated 4 years ago
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆24Updated last year
- ☆41Updated last year
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆85Updated 3 years ago
- Author's PyTorch implementation of SR-DICE for marginalized importance sampling☆15Updated 3 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago
- Official code repo for paper: Hybrid RL: Using both offline and online data can make RL efficient.☆24Updated last year