Tensorflow 2 source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)
☆45Jun 8, 2023Updated 3 years ago
Alternatives and similar repositories for pisac
Users that are interested in pisac are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Jul 18, 2023Updated 3 years ago
- TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x☆63Apr 5, 2021Updated 5 years ago
- Code for Optimistic Exploration even with a Pessimistic Initialisation☆14Aug 4, 2020Updated 6 years ago
- Tensorflow 2 implementations of the C-SimCLR and C-BYOL self-supervised visual representation methods from "Compressive Visual Representa…☆37Jan 18, 2022Updated 4 years ago
- Implementation of Soft Actor-Critic (SAC) algorithm using TensorFlow 2.1.0☆12May 13, 2020Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- RAD: Reinforcement Learning with Augmented Data☆415Mar 29, 2021Updated 5 years ago
- Ball & beam OpenAI gym environments☆15Mar 4, 2020Updated 6 years ago
- ☆17Dec 12, 2020Updated 5 years ago
- [ICML 2021] Learning Task Informed Abstractions -- a representation learning approach for model-based RL in complex visual domains☆18Jul 20, 2021Updated 5 years ago
- Code for "Learning 6-DoF Grasping and Pick-Place Using Attention Focus"☆22Sep 21, 2018Updated 7 years ago
- ☆14Nov 1, 2023Updated 2 years ago
- Distributed & asynchronous DQN implementation using gRPC and PyTorch.☆10Feb 15, 2021Updated 5 years ago
- impact-driven-exploration☆136Oct 3, 2023Updated 2 years ago
- ☆11Oct 3, 2022Updated 3 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 Conformal Counterfactual Inference under Hidden Confounding (KDD’24)☆11Aug 30, 2024Updated last year
- Experience-embedded Visual Foresight, CoRL 2019☆14Nov 13, 2019Updated 6 years ago
- Code for NeurIPS 2021 paper "Curriculum Offline Imitation Learning"☆18Oct 21, 2022Updated 3 years ago
- Agile Quadruped Locomotion RL based on bullet☆23Jun 23, 2022Updated 4 years ago
- (NeurIPS 2018) Hardware Conditioned Policies for Multi-Robot Transfer Learning☆20Apr 8, 2019Updated 7 years ago
- ☆129Aug 9, 2023Updated 3 years ago
- A Large-Scale Dataset for Stereo Matching in Autonomous Driving Scenarios☆10Oct 25, 2021Updated 4 years ago
- Learning diverse options through the Laplacian representation.☆23Jan 5, 2024Updated 2 years ago
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆33Feb 6, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Reproduction of the paper "Soft Q-Learning with Mutual Information Regularization" CoRL 2019.☆10Jan 10, 2019Updated 7 years ago
- ☆14Jul 25, 2019Updated 7 years ago
- Pytorch implementation of DreamerV2: Mastering Atari with Discrete World Models, based on the original implementation☆22Jul 25, 2022Updated 4 years ago
- SelecMix: Debiased Learning by Contradicting-pair Sampling (NeurIPS 2022)☆13Jun 5, 2024Updated 2 years ago
- The repository of the code base of "Multi-Layer Semantic and Geometric Modeling with Neural Message Passing in 3D Scene Graphs for Hierar…☆25Mar 13, 2021Updated 5 years ago
- ☆47Feb 12, 2021Updated 5 years ago
- 🌈 PyTorch Implementation for EMNLP'21 Findings "Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer"☆13Feb 1, 2023Updated 3 years ago
- ☆19Mar 31, 2024Updated 2 years ago
- Pong AI trained using policy gradient-based reinforcement learning☆52Oct 8, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆16May 15, 2022Updated 4 years ago
- A python implementation for PILCO algorithm for a robotic arm - tested on mujoco robotics environment☆12Jan 8, 2020Updated 6 years ago
- Decision Transformer JAX - Reproduction of 'Decision Transformer: Reinforcement Learning via Sequence Modeling' in JAX and Haiku☆13Aug 14, 2024Updated 2 years ago
- A companion for the Causal Artificial Intelligence book.☆16Sep 24, 2025Updated 10 months ago
- Visualizing CNN and Neural aesthetics☆13Dec 12, 2018Updated 7 years ago
- [CVPR 2023] Learning Geometry-aware Representations by Sketching☆16Dec 13, 2024Updated last year
- 🦾 PyTorch Implementation for the ICRA'24 Paper, "PROGrasp: Pragmatic Human-Robot Communication for Object Grasping"☆15May 5, 2025Updated last year