A collection of code investigating the use of information theory for abstractions in RL
☆16Nov 14, 2018Updated 7 years ago
Alternatives and similar repositories for rl_info_theory
Users that are interested in rl_info_theory are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for experimenting with state and action abstractions in reinforcement learning.☆29Dec 11, 2020Updated 5 years ago
- ☆14May 23, 2021Updated 5 years ago
- In Progress : State of the art Distributed Distributional Deep Deterministic Policy Gradient algorithm implementation in pytorch.☆19Jun 15, 2018Updated 8 years ago
- ☆10Apr 5, 2022Updated 4 years ago
- Reimplementation code for the paper "Generative Temporal Models with Spatial Memory for Partially Observed Environments"☆32Jul 20, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for paper "Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning".☆33May 24, 2018Updated 8 years ago
- analyze India's National Family Health Survey r.e. women's empowerment, wealth☆12Dec 15, 2017Updated 8 years ago
- A simple option critic framework using Q-Learning☆14Feb 7, 2022Updated 4 years ago
- E2C implementation in PyTorch☆43Jul 5, 2017Updated 9 years ago
- Raft Consensus Algorithm implementation in Zig☆13Nov 24, 2025Updated 11 months ago
- Reinforcement Learning program that looks to be able to quickly learn to solve a Rubik's Cube☆15Jun 22, 2021Updated 5 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆33Sep 7, 2021Updated 5 years ago
- A squad movement planning library for StarCraft AI using Monte Carlo Tree Search and Negamax☆15Jan 1, 2019Updated 7 years ago
- Notes from NeurIPS 2019☆29Dec 17, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implementation of the Option-Critic Architecture☆42Dec 9, 2018Updated 7 years ago
- Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…☆60Mar 28, 2019Updated 7 years ago
- Code for VIREL: A Variational Inference Framework for Reinforcement Learning☆13Dec 1, 2019Updated 6 years ago
- Code to accompany the paper "Mismatched No More: Joint Model-Policy Optimization for Model-Based RL"☆20Oct 6, 2021Updated 5 years ago
- RL Experiments from our paper "Backpropagation Through the Void": https://arxiv.org/abs/1711.00123. Lovingly forked from OpenAI's RL Base…☆39Feb 21, 2018Updated 8 years ago
- Code for Sibling Rivalry and experiments presented in associated paper☆18May 1, 2025Updated last year
- (Personal experiment) Unsupervised Predictive Memory in a Goal-Directed Agent https://arxiv.org/abs/1803.10760☆25May 3, 2019Updated 7 years ago
- Notes for ICML 2019☆38Jun 17, 2019Updated 7 years ago
- A collection of deep reinforcement learning-based & GFlowNet drug molecule generators focused on generation of molecules using Graphs/SEL…☆10Dec 11, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Surface segregation using Deep Reinforcement Learning☆13Aug 30, 2021Updated 5 years ago
- PyTorch implementation of DARLA preprocessing models☆11Jan 30, 2018Updated 8 years ago
- Factored model-based Bayesian Reinforcement Learning framework☆21Nov 23, 2022Updated 3 years ago
- Notes for the Deep Learning Book☆20Mar 27, 2019Updated 7 years ago
- Evaluation of state-of-the-art object detection algorithms for the task of pedestrian detection. The algorithms include; Faster-RCNN, RPN…☆17Oct 12, 2017Updated 9 years ago
- Implementation of our paper "Meta Reinforcement Learning with Task Embedding and Shared Policy"☆35May 17, 2019Updated 7 years ago
- Learning bisimulation metrics for control, particularly suited to sparse reward settings☆11Feb 28, 2023Updated 3 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆81Jul 23, 2019Updated 7 years ago
- Code Released for NeurIPS 2018 paper: Synthesized Policies for Transfer and Adaptation across Tasks and Environments☆16Apr 17, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Udacity Machine Learning Nano degree Program Project Predicting Passenger Survival☆21Dec 29, 2017Updated 8 years ago
- ☆10Oct 19, 2026Updated 2 weeks ago
- An assemble of various world model including dreamer v2 and v3☆11Sep 9, 2023Updated 3 years ago
- A jax-based reimplementation of MBPO☆10May 8, 2025Updated last year
- Code of "Towards Skilled Population Curriculum for MARL" + Implementation of Curriculum MARL algorithms based on Ray☆13Feb 20, 2023Updated 3 years ago
- Collection of Physics-based simulations☆66Jun 22, 2022Updated 4 years ago
- ☆16Mar 2, 2019Updated 7 years ago