cassidylaidlaw / effective-horizon
Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"
☆45Updated 9 months ago
Alternatives and similar repositories for effective-horizon:
Users that are interested in effective-horizon are comparing it to the libraries listed below
- Conservative Q learning in Jax☆53Updated 2 years ago
- ☆44Updated last year
- Official implementation of the δ-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".☆20Updated 5 months ago
- ☆47Updated 2 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 2 years ago
- Code for Model-Free Opponent Shaping (ICML 2022)☆18Updated 2 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆141Updated last year
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆19Updated last year
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆62Updated last year
- Learning Laplacian Representations in Reinforcement Learning☆17Updated 4 years ago
- Corax: Core RL in JAX☆37Updated last year
- Benchmarking RL generalization in an interpretable way.☆153Updated last month
- Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL☆25Updated 3 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆83Updated 3 years ago
- Contains JAX implementation of algorithms for inverse reinforcement learning☆72Updated 8 months ago
- LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization☆34Updated 2 years ago
- Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learni…☆62Updated 10 months ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated 2 years ago
- ☆53Updated last year
- Skeleton for scalable and flexible Jax RL implementations☆79Updated last year
- Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238☆44Updated 4 years ago
- Code for magnetic mirror descent.☆16Updated last year
- Deep Hierarchical Planning from Pixels☆95Updated 2 years ago
- Simple maze environments using mujoco-py☆54Updated last year
- Simple single-file baselines for Q-Learning in pure-GPU setting☆153Updated 3 weeks ago
- ☆42Updated 2 years ago
- General Modules for JAX☆64Updated last week
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆79Updated 4 months ago
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Updated last year
- ☆76Updated 3 weeks ago