Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"
☆20Oct 6, 2021Updated 4 years ago
Alternatives and similar repositories for info_geometry
Users that are interested in info_geometry are comparing it to the libraries listed below
Sorting:
- ☆12Apr 25, 2022Updated 3 years ago
- Code for paper "Hierarchically Decoupled Imitation for Morphological Transfer"☆17Mar 24, 2023Updated 2 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆86Jun 12, 2022Updated 3 years ago
- ☆11Apr 23, 2021Updated 4 years ago
- Image-based gridworld experiment for learning Markov state abstractions☆21Sep 16, 2024Updated last year
- A videogame made with PyGame turned into an Open AI Gym Learning Environment for Reinforcement Learning agents.☆15Jan 3, 2023Updated 3 years ago
- Code for Continual Learning of Control Primitives☆18Nov 11, 2020Updated 5 years ago
- Invariant Causal Prediction for Block MDPs☆44Jun 11, 2020Updated 5 years ago
- Code to accompany the paper "Mismatched No More: Joint Model-Policy Optimization for Model-Based RL"☆21Oct 6, 2021Updated 4 years ago
- Results reproductions & comparisons between OpenSpiel implementations, associated paper & originating works☆18Mar 2, 2021Updated 4 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆156Aug 31, 2021Updated 4 years ago
- ☆10Oct 11, 2022Updated 3 years ago
- Intrinsic Reward Matching (IRM) implementation (from Adeniji and Xie et al 2022)☆42Jan 13, 2024Updated 2 years ago
- Unofficial PyTorch implementation (replicating paper results) of Implicit Q-Learning (In-sample Q-Learning) for offline RL☆24Nov 4, 2024Updated last year
- Go through the list of accepted papers for ICLR in terminal and add them to your reading list.☆13Jan 30, 2021Updated 5 years ago
- ☆11Mar 13, 2023Updated 2 years ago
- Gym wrapper for pysc2☆10Sep 16, 2022Updated 3 years ago
- Learning bisimulation metrics for control, particularly suited to sparse reward settings☆10Feb 28, 2023Updated 3 years ago
- Source files to replicate experiments in my ICLR 2022 paper.☆71Jul 17, 2025Updated 7 months ago
- Deep Reinforcement Learning for Continuous Control in PyTorch☆105Dec 31, 2021Updated 4 years ago
- Learning to Coordinate Manipulation Skills via Skill Behavior Diversification (ICLR 2020)☆50Jun 22, 2022Updated 3 years ago
- ☆16Jul 13, 2022Updated 3 years ago
- ☆13Jun 3, 2022Updated 3 years ago
- Dynamic Measurement Scheduling for Event Forecasting using Deep RL (ICML 2019)☆10Jun 16, 2020Updated 5 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆46Sep 20, 2023Updated 2 years ago
- Code for Transformers are Adaptable Task Planners, CoRL 2022☆12Mar 28, 2023Updated 2 years ago
- ☆12Jan 30, 2021Updated 5 years ago
- Sandbox environment for generalizable agent research☆27Aug 19, 2022Updated 3 years ago
- This repository contains implementations of the paper VUSFA☆14Mar 31, 2021Updated 4 years ago
- Multi-agent active perception with prediction rewards☆11Nov 13, 2020Updated 5 years ago
- Code for Policy Consolidation for Continual Reinforcement Learning☆10May 12, 2019Updated 6 years ago
- Code of the paper "Universal Morphology Control via Contextual Modulation" at ICML 2023☆13Aug 3, 2023Updated 2 years ago
- On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning☆16Apr 30, 2023Updated 2 years ago
- Code repository for the CoRL 2021 paper "RoCUS: Robot Controller Understanding via Sampling"☆11Mar 24, 2022Updated 3 years ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆57Jul 3, 2024Updated last year
- ExORL: Exploratory Data for Offline Reinforcement Learning☆129Feb 8, 2022Updated 4 years ago
- ☆57Jun 6, 2023Updated 2 years ago
- ☆31Feb 20, 2021Updated 5 years ago
- Implementation of Diversity Is All You Need (DIAYN) on top of Stable Baselines 3.☆13Jul 11, 2022Updated 3 years ago