diff --git a/setup.py b/setup.py
index 39bb2bd843..4d329a18ae 100644
--- a/setup.py
+++ b/setup.py
@@ -33,4 +33,4 @@
       author='OpenAI',
       url='https://github.com/openai/baselines',
       author_email='gym@openai.com',
-      version='0.1.7')
+      version='0.2.0')
diff --git a/tests/test_identity.py b/tests/test_identity.py
index 878d4a8f42..6c4afcd23a 100644
--- a/tests/test_identity.py
+++ b/tests/test_identity.py
@@ -19,7 +19,7 @@
                    n_steps=1, replay_ratio=1).learn(total_timesteps=10000, seed=0),
     lambda e: ACKTR(policy=MlpPolicy, env=e, learning_rate=5e-4, n_steps=1).learn(total_timesteps=20000, seed=0),
     lambda e: DeepQ(policy=deepq_models.mlp([16]), batch_size=16, gamma=0.1,
-                    exploration_fraction=0.001, env=e).learn(total_timesteps=20000, seed=0),
+                    exploration_fraction=0.001, env=e).learn(total_timesteps=30000, seed=0),
     lambda e: PPO1(policy=MlpPolicy, env=e, lam=0.7,
                    optim_batchsize=16, optim_stepsize=1e-3).learn(total_timesteps=10000, seed=0),
     lambda e: PPO2(policy=MlpPolicy, env=e, learning_rate=1.5e-3,