gkswamy98 / fast_irl
Contains implementation of the FILTER algorithm for exponentially faster inverse reinforcement learning.
☆49Updated 2 years ago
Alternatives and similar repositories for fast_irl:
Users that are interested in fast_irl are comparing it to the libraries listed below
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆62Updated last year
- Synthetic Experience Replay☆91Updated 10 months ago
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆37Updated 2 years ago
- LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization☆34Updated 2 years ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆53Updated last year
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆40Updated 5 months ago
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆37Updated last year
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆69Updated 10 months ago
- Contains JAX implementation of algorithms for inverse reinforcement learning☆72Updated 8 months ago
- ☆31Updated 2 years ago
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆26Updated 2 years ago
- Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite☆38Updated 2 years ago
- Deep Reinforcement Learning Framework done with PyTorch☆35Updated last month
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆51Updated 2 years ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆27Updated 3 years ago
- ☆35Updated 2 years ago
- ☆32Updated 8 months ago
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆105Updated last year
- Learning diverse options through the Laplacian representation.☆23Updated last year
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆92Updated 8 months ago
- Implementation of Jump-Start Reinforcement Learning (JSRL) with Stable Baselines3☆31Updated last year
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆99Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆79Updated 4 months ago
- Official Implementation of "Can Learned Optimization Make Reinforcement Learning Less Difficult"☆22Updated 4 months ago
- Source files to replicate experiments in my ICLR 2022 paper.☆70Updated 9 months ago
- Scalable Opponent Shaping Experiments in JAX☆24Updated last year
- Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code…☆27Updated 2 years ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆86Updated 2 years ago
- ☆18Updated 2 years ago
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated 2 years ago