conftrace_
← Reinforcement Learning
Reinforcement Learning ›

Methods

6,493 papers (10 classified directly here)

Subtopics

Deep RL (3,886) Policy Learning (2,076) Multi-Agent Systems (1,019) Offline RL (726) Meta-Learning (25) Model-Based RL (12)

Papers per year

2
31
34
727
530
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Papers (including subtopics)

CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations NIPS 2022
Explainability Via Causal Self-Talk NIPS 2022
VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement NIPS 2022
Meta-Reinforcement Learning with Self-Modifying Networks NIPS 2022
Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems NIPS 2022
LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NIPS 2022
ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward NIPS 2022
Truly Deterministic Policy Optimization NIPS 2022
A Closer Look at Offline RL Agents NIPS 2022
Policy Gradient With Serial Markov Chain Reasoning NIPS 2022
Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning NIPS 2022
Constrained Update Projection Approach to Safe Policy Optimization NIPS 2022
Off-Policy Evaluation for Action-Dependent Non-stationary Environments NIPS 2022
Deep Generalized Schrödinger Bridge NIPS 2022
Defining and Characterizing Reward Gaming NIPS 2022
A Deep Reinforcement Learning Framework for Column Generation NIPS 2022
Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees NIPS 2022
GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy NIPS 2022
A Unified Diversity Measure for Multiagent Reinforcement Learning NIPS 2022
A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP NIPS 2022
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation NIPS 2022
Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees NIPS 2022
Understanding the Evolution of Linear Regions in Deep Reinforcement Learning NIPS 2022
Provably Feedback-Efficient Reinforcement Learning via Active Reward Learning NIPS 2022
Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning NIPS 2022