tinkoff-ai / eopLinks
Code for the paper "Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters", ICML 2022
☆28Updated 3 years ago
Alternatives and similar repositories for eop
Users that are interested in eop are comparing it to the libraries listed below
Sorting:
- Official implementation for "Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size", NeurIPS 2022, Offline RL Worksho…☆21Updated 2 years ago
- Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch☆53Updated 2 years ago
- Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)☆76Updated 2 years ago
- Data-Driven NetHack Tools: Datasets (30+) and recurrent-baselines (AWAC, BC, CQL, IQL, REM)☆42Updated 2 years ago
- Official implementation for "Anti-Exploration by Random Network Distillation", ICML 2023☆54Updated 2 years ago
- Author's implementation of ReBRAC, a minimalist improvement upon TD3+BC☆56Updated 2 years ago
- Official Implementation for "In-Context Reinforcement Learning from Noise Distillation"☆32Updated last year
- Challenging Memory-based Deep Reinforcement Learning Agents☆104Updated last year
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆102Updated 3 years ago
- ☆58Updated 8 months ago
- JAX-accelerated Meta-Reinforcement Learning Environments Inspired by XLand and MiniGrid 🏎️☆310Updated 2 months ago
- OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.☆62Updated 3 years ago
- Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy☆21Updated last year
- Benchmarking RL generalization in an interpretable way.☆166Updated last week
- A collection of RL algorithms written in JAX.☆104Updated 3 years ago
- Accelerated replay buffers in JAX☆43Updated 3 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆92Updated 4 years ago
- Conservative Q learning in Jax☆55Updated 2 years ago
- Learning Laplacian Representations in Reinforcement Learning☆18Updated 4 years ago
- Novelty MiniGrid--NovGrid--is an extension of MiniGrid environment that allows for the world properties and dynamics to change according …☆35Updated last year
- ☆19Updated 2 years ago
- Accelerated minigrid environments with JAX☆151Updated last week
- Baselines for gymnax 🤖☆72Updated 2 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆81Updated 2 years ago
- Partially Observable Process Gym☆202Updated 4 months ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆50Updated last year
- ☆88Updated last year
- Revisiting Rainbow☆75Updated 4 years ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆161Updated 3 years ago
- JAX implementations of core Deep RL algorithms☆82Updated 3 years ago