Code for experimenting with state and action abstractions in reinforcement learning.
☆29Dec 11, 2020Updated 5 years ago
Alternatives and similar repositories for rl_abstraction
Users that are interested in rl_abstraction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Dec 6, 2018Updated 7 years ago
- Code for [NeurIPS'2019 Spotlight] Policy Continuation with Hindsight Inverse Dynamics☆15Jan 7, 2020Updated 6 years ago
- This is a project using Pytorch to fulfill reinforcement learning on a simple game - Gridworld☆14Jul 13, 2020Updated 6 years ago
- Models built with TensorFlow☆26Dec 5, 2018Updated 7 years ago
- Javascripts☆11Apr 8, 2026Updated 4 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆36Aug 10, 2018Updated 8 years ago
- Code for Efficient Continuous Control with Double Actors and Regularized Critics, AAAI 2022.☆22Mar 11, 2022Updated 4 years ago
- A collection of code investigating the use of information theory for abstractions in RL☆16Nov 14, 2018Updated 7 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆55Jul 26, 2019Updated 7 years ago
- Code repository for SARNet: Learning Multi-Agent Communication through Structured Attentive Reasoning (NeurIPS 2020)☆26Oct 30, 2021Updated 4 years ago
- Official codebase for paper "Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning" (ICML22)☆23Jul 16, 2022Updated 4 years ago
- Code implementation of: "Graying the black box: Understanding DQNs"☆20Feb 23, 2017Updated 9 years ago
- ☆11Oct 29, 2022Updated 3 years ago
- Author's PyTorch Implementation of Deep Homomorphic Policy Gradient (DHPG) - NeurIPS 2022 and JMLR 2024☆24Apr 8, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- PyTorch implementation of DARLA preprocessing models☆11Jan 30, 2018Updated 8 years ago
- Official implementation of MURAL (ICML 2021)☆17Sep 23, 2021Updated 4 years ago
- Image-based gridworld experiment for learning Markov state abstractions☆20Sep 16, 2024Updated last year
- Official code repo for paper: Hybrid RL: Using both offline and online data can make RL efficient.☆24Feb 16, 2023Updated 3 years ago
- Source code for journal paper "Multiagent Reinforcement Learning With Sparse Interactions by Negotiation and Knowledge Transfer"☆13Dec 26, 2017Updated 8 years ago
- A codebase for experimenting with various approaches to action priors.☆18Jul 14, 2018Updated 8 years ago
- Graphlib is a C Library for Graph. Importing this will provide Graph API to extent to applications.☆12Mar 2, 2018Updated 8 years ago
- An outdoor environment simulator with real-world imagery for Deep Reinforcement Learning on navigation tasks.☆30Apr 11, 2023Updated 3 years ago
- Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings☆96Jun 8, 2018Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆40Jul 17, 2022Updated 4 years ago
- A tool for converting CCG derivations into PTB-style phrase structure trees☆11Jun 27, 2023Updated 3 years ago
- Notes from ICLR 2019☆25May 10, 2019Updated 7 years ago
- Code for Environment Probing Interaction Policies [ICLR 2019]☆30Jun 17, 2019Updated 7 years ago
- Structured framework for learning mechanical systems in PyTorch☆27Apr 15, 2019Updated 7 years ago
- A simple baseline for mountain-car @ gym☆12Jan 15, 2020Updated 6 years ago
- This repo contains the implementation of deep reinforcement learning (DRL) algorithms for virtual machine rescheduling in data centers.☆12Dec 2, 2022Updated 3 years ago
- ☆26Jan 2, 2019Updated 7 years ago
- Policy Optimization with Penalized Point Probability Distance: an Alternative to Proximal Policy Optimization☆44Nov 8, 2018Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Repository for Skill Set Optimization☆14Jul 26, 2024Updated 2 years ago
- Python wrapper for MuJoCo physics simulation.☆12Feb 14, 2019Updated 7 years ago
- Privacy & Security Principles, Documents and Testing☆11Jul 28, 2020Updated 6 years ago
- ☆18Jan 14, 2017Updated 9 years ago
- Tensor Belief Propagation - algorithm for approximate inference in discrete graphical models☆12Feb 17, 2020Updated 6 years ago
- ☆33Oct 17, 2018Updated 7 years ago
- a library for deep reinforcement learning, with applications for navigation☆16Feb 6, 2018Updated 8 years ago